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@inproceedings{DBLP:conf/icml/0001JZ17,
author = {Rong Ge and
Chi Jin and
Yi Zheng},
editor = {Doina Precup and
Yee Whye Teh},
title = {No Spurious Local Minima in Nonconvex Low Rank Problems: {A} Unified
Geometric Analysis},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1233--1242},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ge17a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001JZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001N17,
author = {Ke Sun and
Frank Nielsen},
editor = {Doina Precup and
Yee Whye Teh},
title = {Relative Fisher Information and Natural Gradient for Learning Large
Modular Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3289--3298},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sun17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001N17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002TLFYG17,
author = {Zheng Xu and
Gavin Taylor and
Hao Li and
M{\'{a}}rio A. T. Figueiredo and
Xiaoming Yuan and
Tom Goldstein},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adaptive Consensus {ADMM} for Distributed Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3841--3850},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xu17c.html},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002TLFYG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004K17,
author = {Shuai Zheng and
James T. Kwok},
editor = {Doina Precup and
Yee Whye Teh},
title = {Follow the Moving Leader in Deep Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4110--4119},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zheng17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005P17,
author = {Shashank Singh and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Nonparanormal Information Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3210--3219},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/singh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005P17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0007MW17,
author = {Kai Zheng and
Wenlong Mou and
Liwei Wang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Collect at Once, Use Effectively: Making Non-interactive Locally Private
Learning Possible},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4130--4139},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zheng17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0007MW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AchabBGMM17,
author = {Massil Achab and
Emmanuel Bacry and
St{\'{e}}phane Ga{\"{\i}}ffas and
Iacopo Mastromatteo and
Jean{-}Fran{\c{c}}ois Muzy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uncovering Causality from Multivariate Hawkes Integrated Cumulants},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1--10},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/achab17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AchabBGMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcharyaDOS17,
author = {Jayadev Acharya and
Hirakendu Das and
Alon Orlitsky and
Ananda Theertha Suresh},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Unified Maximum Likelihood Approach for Estimating Symmetric Properties
of Discrete Distributions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {11--21},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/acharya17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcharyaDOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AchiamHTA17,
author = {Joshua Achiam and
David Held and
Aviv Tamar and
Pieter Abbeel},
editor = {Doina Precup and
Yee Whye Teh},
title = {Constrained Policy Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {22--31},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/achiam17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AchiamHTA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalS17,
author = {Naman Agarwal and
Karan Singh},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Price of Differential Privacy for Online Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {32--40},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/agarwal17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AkrourS0N17,
author = {Riad Akrour and
Dmitry Sorokin and
Jan Peters and
Gerhard Neumann},
editor = {Doina Precup and
Yee Whye Teh},
title = {Local Bayesian Optimization of Motor Skills},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {41--50},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/akrour17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AkrourS0N17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AksoylarOS17,
author = {Cem Aksoylar and
Lorenzo Orecchia and
Venkatesh Saligrama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Connected Subgraph Detection with Mirror Descent on SDPs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {51--59},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/aksoylar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AksoylarOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlaaHS17,
author = {Ahmed M. Alaa and
Scott Hu and
Mihaela van der Schaar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes
Processes for Risk Prognosis},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {60--69},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/alaa17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlaaHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AliWK17,
author = {Alnur Ali and
Eric Wong and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Semismooth Newton Method for Fast, Generic Convex Programming},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {70--79},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ali17a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AliWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AllamanisCKS17,
author = {Miltiadis Allamanis and
Pankajan Chanthirasegaran and
Pushmeet Kohli and
Charles Sutton},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Continuous Semantic Representations of Symbolic Expressions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {80--88},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allamanis17a.html},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AllamanisCKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-Zhu17,
author = {Zeyuan Allen{-}Zhu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Natasha: Faster Non-Convex Stochastic Optimization via Strongly Non-Convex
Parameter},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {89--97},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allen-zhu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Allen-Zhu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-ZhuL17,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {Doubly Accelerated Methods for Faster {CCA} and Generalized Eigendecomposition},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {98--106},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allen-zhu17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Allen-ZhuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-ZhuL17a,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {Faster Principal Component Regression and Stable Matrix Chebyshev
Approximation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {107--115},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allen-zhu17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Allen-ZhuL17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-ZhuL17b,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {Follow the Compressed Leader: Faster Online Learning of Eigenvectors
and Faster {MMWU}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {116--125},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allen-zhu17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Allen-ZhuL17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-ZhuLSW17,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li and
Aarti Singh and
Yining Wang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Near-Optimal Design of Experiments via Regret Minimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {126--135},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allen-zhu17e.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Allen-ZhuLSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmosK17,
author = {Brandon Amos and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {OptNet: Differentiable Optimization as a Layer in Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {136--145},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/amos17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmosK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmosXK17,
author = {Brandon Amos and
Lei Xu and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {Input Convex Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {146--155},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/amos17b.html},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmosXK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndersonG17,
author = {David G. Anderson and
Ming Gu},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {156--165},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/anderson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AndersonG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndreasKL17,
author = {Jacob Andreas and
Dan Klein and
Sergey Levine},
editor = {Doina Precup and
Yee Whye Teh},
title = {Modular Multitask Reinforcement Learning with Policy Sketches},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {166--175},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/andreas17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AndreasKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnschelBS17,
author = {Oron Anschel and
Nir Baram and
Nahum Shimkin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement
Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {176--185},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/anschel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnschelBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AppelP17,
author = {Ron Appel and
Pietro Perona},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Simple Multi-Class Boosting Framework with Theoretical Guarantees
and Empirical Proficiency},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {186--194},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/appel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AppelP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArikCCDGKLMNRSS17,
author = {Sercan {\"{O}}mer Arik and
Mike Chrzanowski and
Adam Coates and
Gregory Frederick Diamos and
Andrew Gibiansky and
Yongguo Kang and
Xian Li and
John Miller and
Andrew Y. Ng and
Jonathan Raiman and
Shubho Sengupta and
Mohammad Shoeybi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Voice: Real-time Neural Text-to-Speech},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {195--204},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arik17a.html},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ArikCCDGKLMNRSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArjevaniS17,
author = {Yossi Arjevani and
Ohad Shamir},
editor = {Doina Precup and
Yee Whye Teh},
title = {Oracle Complexity of Second-Order Methods for Finite-Sum Problems},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {205--213},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arjevani17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArjevaniS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArjovskyCB17,
author = {Mart{\'{\i}}n Arjovsky and
Soumith Chintala and
L{\'{e}}on Bottou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Wasserstein Generative Adversarial Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {214--223},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arjovsky17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArjovskyCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Arora0LMZ17,
author = {Sanjeev Arora and
Rong Ge and
Yingyu Liang and
Tengyu Ma and
Yi Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Generalization and Equilibrium in Generative Adversarial Nets (GANs)},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {224--232},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arora17a.html},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Arora0LMZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArpitJBKBKMFCBL17,
author = {Devansh Arpit and
Stanislaw Jastrzebski and
Nicolas Ballas and
David Krueger and
Emmanuel Bengio and
Maxinder S. Kanwal and
Tegan Maharaj and
Asja Fischer and
Aaron C. Courville and
Yoshua Bengio and
Simon Lacoste{-}Julien},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Closer Look at Memorization in Deep Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {233--242},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arpit17a.html},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArpitJBKBKMFCBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsadiL17,
author = {Kavosh Asadi and
Michael L. Littman},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Alternative Softmax Operator for Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {243--252},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/asadi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsadiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronKMMVZ17,
author = {Haim Avron and
Michael Kapralov and
Cameron Musco and
Christopher Musco and
Ameya Velingker and
Amir Zandieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Random Fourier Features for Kernel Ridge Regression: Approximation
Bounds and Statistical Guarantees},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {253--262},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/avron17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AvronKMMVZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AzarOM17,
author = {Mohammad Gheshlaghi Azar and
Ian Osband and
R{\'{e}}mi Munos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Minimax Regret Bounds for Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {263--272},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/azar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AzarOM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachHRR17,
author = {Stephen H. Bach and
Bryan Dawei He and
Alexander Ratner and
Christopher R{\'{e}}},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning the Structure of Generative Models without Labeled Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {273--282},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bach17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachHRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemL017,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed and Provably Good Seedings for k-Means in Constant Rounds},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {292--300},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLH017,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uniform Deviation Bounds for k-Means Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {283--291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanST17,
author = {Philip Bachman and
Alessandro Sordoni and
Adam Trischler},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Algorithms for Active Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {301--310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BackursT17,
author = {Arturs Backurs and
Christos Tzamos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Improving Viterbi is Hard: Better Runtimes Imply Faster Clique Algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {311--321},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/backurs17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BackursT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalcanDLMZ17,
author = {Maria{-}Florina Balcan and
Travis Dick and
Yingyu Liang and
Wenlong Mou and
Hongyang Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Clustering in High-Dimensional Euclidean Spaces},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {322--331},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balcan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalcanDLMZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Balduzzi17,
author = {David Balduzzi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Strongly-Typed Agents are Guaranteed to Interact Safely},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {332--341},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Balduzzi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziFLLMM17,
author = {David Balduzzi and
Marcus Frean and
Lennox Leary and
J. P. Lewis and
Kurt Wan{-}Duo Ma and
Brian McWilliams},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Shattered Gradients Problem: If resnets are the answer, then what
is the question?},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {342--350},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17b.html},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalduzziFLLMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziMB17,
author = {David Balduzzi and
Brian McWilliams and
Tony Butler{-}Yeoman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Taylor Approximations: Convergence and Exploration in Rectifier
Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {351--360},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleM17,
author = {Borja Balle and
Odalric{-}Ambrym Maillard},
editor = {Doina Precup and
Yee Whye Teh},
title = {Spectral Learning from a Single Trajectory under Finite-State Policies},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {361--370},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balle17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalogTGW17,
author = {Matej Balog and
Nilesh Tripuraneni and
Zoubin Ghahramani and
Adrian Weller},
editor = {Doina Precup and
Yee Whye Teh},
title = {Lost Relatives of the Gumbel Trick},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {371--379},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balog17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalogTGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BamlerM17,
author = {Robert Bamler and
Stephan Mandt},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dynamic Word Embeddings},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {380--389},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bamler17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BamlerM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaramACM17,
author = {Nir Baram and
Oron Anschel and
Itai Caspi and
Shie Mannor},
editor = {Doina Precup and
Yee Whye Teh},
title = {End-to-End Differentiable Adversarial Imitation Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {390--399},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/baram17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaramACM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarmannPS17,
author = {Andreas B{\"{a}}rmann and
Sebastian Pokutta and
Oskar Schneider},
editor = {Doina Precup and
Yee Whye Teh},
title = {Emulating the Expert: Inverse Optimization through Online Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {400--410},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/barmann17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarmannPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeckhamP17,
author = {Christopher Beckham and
Christopher J. Pal},
editor = {Doina Precup and
Yee Whye Teh},
title = {Unimodal Probability Distributions for Deep Ordinal Classification},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {411--419},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/beckham17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeckhamP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BegonJG17,
author = {Jean{-}Michel Begon and
Arnaud Joly and
Pierre Geurts},
editor = {Doina Precup and
Yee Whye Teh},
title = {Globally Induced Forest: {A} Prepruning Compression Scheme},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {420--428},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/begon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BegonJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelangerYM17,
author = {David Belanger and
Bishan Yang and
Andrew McCallum},
editor = {Doina Precup and
Yee Whye Teh},
title = {End-to-End Learning for Structured Prediction Energy Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {429--439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/belanger17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelangerYM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelilovskyKVB17,
author = {Eugene Belilovsky and
Kyle Kastner and
Ga{\"{e}}l Varoquaux and
Matthew B. Blaschko},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Discover Sparse Graphical Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {440--448},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/belilovsky17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelilovskyKVB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BellemareDM17,
author = {Marc G. Bellemare and
Will Dabney and
R{\'{e}}mi Munos},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Distributional Perspective on Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {449--458},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bellemare17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BellemareDM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelloZVL17,
author = {Irwan Bello and
Barret Zoph and
Vijay Vasudevan and
Quoc V. Le},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Optimizer Search with Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {459--468},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bello17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelloZVL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BergmannJV17,
author = {Urs Bergmann and
Nikolay Jetchev and
Roland Vollgraf},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Texture Manifolds with the Periodic Spatial {GAN}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {469--477},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bergmann17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BergmannJV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BernsteinMSSHM17,
author = {Garrett Bernstein and
Ryan McKenna and
Tao Sun and
Daniel Sheldon and
Michael Hay and
Gerome Miklau},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Learning of Undirected Graphical Models Using
Collective Graphical Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {478--487},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bernstein17a.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BernsteinMSSHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerOZ17,
author = {Alina Beygelzimer and
Francesco Orabona and
Chicheng Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Online Bandit Multiclass Learning with {\~{O}}({\(\surd\)}T)
Regret},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {488--497},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/beygelzimer17a.html},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeygelzimerOZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianB0T17,
author = {Andrew An Bian and
Joachim M. Buhmann and
Andreas Krause and
Sebastian Tschiatschek},
editor = {Doina Precup and
Yee Whye Teh},
title = {Guarantees for Greedy Maximization of Non-submodular Functions with
Applications},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {498--507},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BianB0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BogunovicMSC17,
author = {Ilija Bogunovic and
Slobodan Mitrovic and
Jonathan Scarlett and
Volkan Cevher},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Submodular Maximization: {A} Non-Uniform Partitioning Approach},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {508--516},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bogunovic17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BogunovicMSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojanowskiJ17,
author = {Piotr Bojanowski and
Armand Joulin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Unsupervised Learning by Predicting Noise},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {517--526},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bojanowski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BojanowskiJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BolukbasiWDS17,
author = {Tolga Bolukbasi and
Joseph Wang and
Ofer Dekel and
Venkatesh Saligrama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adaptive Neural Networks for Efficient Inference},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {527--536},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bolukbasi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BolukbasiWDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoraJPD17,
author = {Ashish Bora and
Ajil Jalal and
Eric Price and
Alexandros G. Dimakis},
editor = {Doina Precup and
Yee Whye Teh},
title = {Compressed Sensing using Generative Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {537--546},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bora17a.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BoraJPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BosnjakRNR17,
author = {Matko Bosnjak and
Tim Rockt{\"{a}}schel and
Jason Naradowsky and
Sebastian Riedel},
editor = {Doina Precup and
Yee Whye Teh},
title = {Programming with a Differentiable Forth Interpreter},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {547--556},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bosnjak17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BosnjakRNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BotevRB17,
author = {Aleksandar Botev and
Hippolyt Ritter and
David Barber},
editor = {Doina Precup and
Yee Whye Teh},
title = {Practical Gauss-Newton Optimisation for Deep Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {557--565},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/botev17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BotevRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BraunPZ17,
author = {G{\'{a}}bor Braun and
Sebastian Pokutta and
Daniel Zink},
editor = {Doina Precup and
Yee Whye Teh},
title = {Lazifying Conditional Gradient Algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {566--575},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/braun17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BraunPZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BravermanFLSY17,
author = {Vladimir Braverman and
Gereon Frahling and
Harry Lang and
Christian Sohler and
Lin F. Yang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Clustering High Dimensional Dynamic Data Streams},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {576--585},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/braverman17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BravermanFLSY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BriolOCCG17,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Jon Cockayne and
Wilson Ye Chen and
Mark A. Girolami},
editor = {Doina Precup and
Yee Whye Teh},
title = {On the Sampling Problem for Kernel Quadrature},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {586--595},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/briol17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BriolOCCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrownS17,
author = {Noam Brown and
Tuomas Sandholm},
editor = {Doina Precup and
Yee Whye Teh},
title = {Reduced Space and Faster Convergence in Imperfect-Information Games
via Pruning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {596--604},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/brown17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrownS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrutzkusG17,
author = {Alon Brutzkus and
Amir Globerson},
editor = {Doina Precup and
Yee Whye Teh},
title = {Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {605--614},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/brutzkus17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrutzkusG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuddenMSCS17,
author = {David M. Budden and
Alexander Matveev and
Shibani Santurkar and
Shraman Ray Chaudhuri and
Nir Shavit},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Tensor Convolution on Multicores},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {615--624},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/budden17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BuddenMSCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Busa-FeketeSWM17,
author = {R{\'{o}}bert Busa{-}Fekete and
Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and
Paul Weng and
Shie Mannor},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multi-objective Bandits: Optimizing the Generalized Gini Index},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {625--634},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/busa-fekete17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Busa-FeketeSWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiDK17,
author = {Bryan Cai and
Constantinos Daskalakis and
Gautam Kamath},
editor = {Doina Precup and
Yee Whye Teh},
title = {Priv'IT: Private and Sample Efficient Identity Testing},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {635--644},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cai17a.html},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CalandrielloLV17,
author = {Daniele Calandriello and
Alessandro Lazaric and
Michal Valko},
editor = {Doina Precup and
Yee Whye Teh},
title = {Second-Order Kernel Online Convex Optimization with Adaptive Sketching},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {645--653},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/calandriello17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CalandrielloLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CarmonDHS17,
author = {Yair Carmon and
John C. Duchi and
Oliver Hinder and
Aaron Sidford},
editor = {Doina Precup and
Yee Whye Teh},
title = {"Convex Until Proven Guilty": Dimension-Free Acceleration of Gradient
Descent on Non-Convex Functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {654--663},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/carmon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CarmonDHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CarriereCO17,
author = {Mathieu Carri{\`{e}}re and
Marco Cuturi and
Steve Oudot},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sliced Wasserstein Kernel for Persistence Diagrams},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {664--673},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/carriere17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CarriereCO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multiple Clustering Views from Multiple Uncertain Experts},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {674--683},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaudhryXG17,
author = {Aditya Chaudhry and
Pan Xu and
Quanquan Gu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uncertainty Assessment and False Discovery Rate Control in High-Dimensional
Granger Causal Inference},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {684--693},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chaudhry17a.html},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChaudhryXG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chaudhuri0N17,
author = {Kamalika Chaudhuri and
Prateek Jain and
Nagarajan Natarajan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Active Heteroscedastic Regression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {694--702},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chaudhuri17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chaudhuri0N17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChebotarHZSSL17,
author = {Yevgen Chebotar and
Karol Hausman and
Marvin Zhang and
Gaurav S. Sukhatme and
Stefan Schaal and
Sergey Levine},
editor = {Doina Precup and
Yee Whye Teh},
title = {Combining Model-Based and Model-Free Updates for Trajectory-Centric
Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {703--711},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chebotar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChebotarHZSSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenB17,
author = {Sheng Chen and
Arindam Banerjee},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Structured Estimation with Single-Index Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {712--721},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17a.html},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenC0Z17,
author = {Jiecao Chen and
Xi Chen and
Qin Zhang and
Yuan Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adaptive Multiple-Arm Identification},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {722--730},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17b.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenC0Z17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenF17,
author = {Bangrui Chen and
Peter I. Frazier},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dueling Bandits with Weak Regret},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {731--739},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenGWWYY17,
author = {Yichen Chen and
Dongdong Ge and
Mengdi Wang and
Zizhuo Wang and
Yinyu Ye and
Hao Yin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {740--747},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17d.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenGWWYY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenHCDLBF17,
author = {Yutian Chen and
Matthew W. Hoffman and
Sergio Gomez Colmenarejo and
Misha Denil and
Timothy P. Lillicrap and
Matthew M. Botvinick and
Nando de Freitas},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Learn without Gradient Descent by Gradient Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {748--756},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17e.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenHCDLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenKB17,
author = {Bryant Chen and
Daniel Kumor and
Elias Bareinboim},
editor = {Doina Precup and
Yee Whye Teh},
title = {Identification and Model Testing in Linear Structural Equation Models
using Auxiliary Variables},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {757--766},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLK17,
author = {Xixian Chen and
Michael R. Lyu and
Irwin King},
editor = {Doina Precup and
Yee Whye Teh},
title = {Toward Efficient and Accurate Covariance Matrix Estimation on Compressed
Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {767--776},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17g.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYLZ17,
author = {Zhehui Chen and
Lin F. Yang and
Chris Junchi Li and
Tuo Zhao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Online Partial Least Square Optimization: Dropping Convexity for Better
Efficiency and Scalability},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {777--786},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17h.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenYLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenZLHH17,
author = {Guangyong Chen and
Shengyu Zhang and
Di Lin and
Hui Huang and
Pheng{-}Ann Heng},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Aggregate Ordinal Labels by Maximizing Separating Width},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {787--796},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17i.html},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenZLHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CherapanamjeriG17,
author = {Yeshwanth Cherapanamjeri and
Kartik Gupta and
Prateek Jain},
editor = {Doina Precup and
Yee Whye Teh},
title = {Nearly Optimal Robust Matrix Completion},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {797--805},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cherapanamjeri17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CherapanamjeriG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChierichettiG0L17,
author = {Flavio Chierichetti and
Sreenivas Gollapudi and
Ravi Kumar and
Silvio Lattanzi and
Rina Panigrahy and
David P. Woodruff},
editor = {Doina Precup and
Yee Whye Teh},
title = {Algorithms for {\textdollar}{\textbackslash}ell{\_}p{\textdollar}
Low-Rank Approximation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {806--814},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chierichetti17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChierichettiG0L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoB17,
author = {Minsik Cho and
Daniel Brand},
editor = {Doina Precup and
Yee Whye Teh},
title = {{MEC:} Memory-efficient Convolution for Deep Neural Network},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {815--824},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cho17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiD17,
author = {Arthur Choi and
Adnan Darwiche},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Relaxing Determinism in Arithmetic Circuits},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {825--833},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/choi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoiD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChouMS17,
author = {Po{-}Wei Chou and
Daniel Maturana and
Sebastian A. Scherer},
editor = {Doina Precup and
Yee Whye Teh},
title = {Improving Stochastic Policy Gradients in Continuous Control with Deep
Reinforcement Learning using the Beta Distribution},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {834--843},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chou17a.html},
timestamp = {Fri, 22 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChouMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChowdhuryG17,
author = {Sayak Ray Chowdhury and
Aditya Gopalan},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Kernelized Multi-armed Bandits},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {844--853},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chowdhury17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChowdhuryG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CisseBGDU17,
author = {Moustapha Ciss{\'{e}} and
Piotr Bojanowski and
Edouard Grave and
Yann N. Dauphin and
Nicolas Usunier},
editor = {Doina Precup and
Yee Whye Teh},
title = {Parseval Networks: Improving Robustness to Adversarial Examples},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {854--863},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cisse17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CisseBGDU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CongCLZ17,
author = {Yulai Cong and
Bo Chen and
Hongwei Liu and
Mingyuan Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic
Gradient Riemannian {MCMC}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {864--873},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cong17a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CongCLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesGKMY17,
author = {Corinna Cortes and
Xavier Gonzalvo and
Vitaly Kuznetsov and
Mehryar Mohri and
Scott Yang},
editor = {Doina Precup and
Yee Whye Teh},
title = {AdaNet: Adaptive Structural Learning of Artificial Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {874--883},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cortes17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesGKMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CutajarBMF17,
author = {Kurt Cutajar and
Edwin V. Bonilla and
Pietro Michiardi and
Maurizio Filippone},
editor = {Doina Precup and
Yee Whye Teh},
title = {Random Feature Expansions for Deep Gaussian Processes},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {884--893},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cutajar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CutajarBMF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuturiB17,
author = {Marco Cuturi and
Mathieu Blondel},
editor = {Doina Precup and
Yee Whye Teh},
title = {Soft-DTW: a Differentiable Loss Function for Time-Series},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {894--903},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cuturi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuturiB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CzarneckiSJOVK17,
author = {Wojciech Marian Czarnecki and
Grzegorz Swirszcz and
Max Jaderberg and
Simon Osindero and
Oriol Vinyals and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Understanding Synthetic Gradients and Decoupled Neural Interfaces},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {904--912},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/czarnecki17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CzarneckiSJOVK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiGKHS17,
author = {Bo Dai and
Ruiqi Guo and
Sanjiv Kumar and
Niao He and
Le Song},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Generative Hashing},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {913--922},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dai17a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaiGKHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaumeKLM17,
author = {Hal Daum{\'{e}} III and
Nikos Karampatziakis and
John Langford and
Paul Mineiro},
editor = {Doina Precup and
Yee Whye Teh},
title = {Logarithmic Time One-Against-Some},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {923--932},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/daume17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaumeKLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DauphinFAG17,
author = {Yann N. Dauphin and
Angela Fan and
Michael Auli and
David Grangier},
editor = {Doina Precup and
Yee Whye Teh},
title = {Language Modeling with Gated Convolutional Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {933--941},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dauphin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DauphinFAG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DawsonHM17,
author = {Colin R. Dawson and
Chaofan Huang and
Clayton T. Morrison},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Infinite Hidden Markov Model With Similarity-Biased Transitions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {942--950},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dawson17a.html},
timestamp = {Thu, 18 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DawsonHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaxbergerL17,
author = {Erik A. Daxberger and
Bryan Kian Hsiang Low},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed Batch Gaussian Process Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {951--960},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/daxberger17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaxbergerL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DembczynskiKKN17,
author = {Krzysztof Dembczynski and
Wojciech Kotlowski and
Oluwasanmi Koyejo and
Nagarajan Natarajan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Consistency Analysis for Binary Classification Revisited},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {961--969},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dembczynski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DembczynskiKKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DempseyMSDGMR17,
author = {Walter H. Dempsey and
Alexander Moreno and
Christy K. Scott and
Michael L. Dennis and
David H. Gustafson and
Susan A. Murphy and
James M. Rehg},
editor = {Doina Precup and
Yee Whye Teh},
title = {iSurvive: An Interpretable, Event-time Prediction Model for mHealth},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {970--979},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dempsey17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DempseyMSDGMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengKLR17,
author = {Yuntian Deng and
Anssi Kanervisto and
Jeffrey Ling and
Alexander M. Rush},
editor = {Doina Precup and
Yee Whye Teh},
title = {Image-to-Markup Generation with Coarse-to-Fine Attention},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {980--989},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/deng17a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengKLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevlinUBSMK17,
author = {Jacob Devlin and
Jonathan Uesato and
Surya Bhupatiraju and
Rishabh Singh and
Abdel{-}rahman Mohamed and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {RobustFill: Neural Program Learning under Noisy {I/O}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {990--998},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/devlin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevlinUBSMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DiakonikolasKK017,
author = {Ilias Diakonikolas and
Gautam Kamath and
Daniel M. Kane and
Jerry Li and
Ankur Moitra and
Alistair Stewart},
editor = {Doina Precup and
Yee Whye Teh},
title = {Being Robust (in High Dimensions) Can Be Practical},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {999--1008},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/diakonikolas17a.html},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DiakonikolasKK017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DinhBZM17,
author = {Vu Dinh and
Arman Bilge and
Cheng Zhang and
Frederick A. Matsen IV},
editor = {Doina Precup and
Yee Whye Teh},
title = {Probabilistic Path Hamiltonian Monte Carlo},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1009--1018},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dinh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DinhBZM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DinhPBB17,
author = {Laurent Dinh and
Razvan Pascanu and
Samy Bengio and
Yoshua Bengio},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sharp Minima Can Generalize For Deep Nets},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1019--1028},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dinh17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DinhPBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Domke17,
author = {Justin Domke},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Divergence Bound for Hybrids of {MCMC} and Variational Inference
and an Application to Langevin Dynamics and {SGVI}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1029--1038},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/domke17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Domke17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DonahueLM17,
author = {Chris Donahue and
Zachary C. Lipton and
Julian J. McAuley},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dance Dance Convolution},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1039--1048},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/donahue17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DonahueLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuCLXZ17,
author = {Simon S. Du and
Jianshu Chen and
Lihong Li and
Lin Xiao and
Dengyong Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Variance Reduction Methods for Policy Evaluation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1049--1058},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/du17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuCLXZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EcksteinGK17,
author = {Jonathan Eckstein and
Noam Goldberg and
Ai Kagawa},
editor = {Doina Precup and
Yee Whye Teh},
title = {Rule-Enhanced Penalized Regression by Column Generation using Rectangular
Maximum Agreement},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1059--1067},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/eckstein17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EcksteinGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngelRRDNES17,
author = {Jesse H. Engel and
Cinjon Resnick and
Adam Roberts and
Sander Dieleman and
Mohammad Norouzi and
Douglas Eck and
Karen Simonyan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1068--1077},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/engel17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EngelRRDNES17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FahandarHC17,
author = {Mohsen Ahmadi Fahandar and
Eyke H{\"{u}}llermeier and
In{\'{e}}s Couso},
editor = {Doina Precup and
Yee Whye Teh},
title = {Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent
Coarsening},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1078--1087},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/fahandar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FahandarHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FalahatgarOPS17,
author = {Moein Falahatgar and
Alon Orlitsky and
Venkatadheeraj Pichapati and
Ananda Theertha Suresh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Maximum Selection and Ranking under Noisy Comparisons},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1088--1096},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/falahatgar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FalahatgarOPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarajtabarYYXTK17,
author = {Mehrdad Farajtabar and
Jiachen Yang and
Xiaojing Ye and
Huan Xu and
Rakshit Trivedi and
Elias B. Khalil and
Shuang Li and
Le Song and
Hongyuan Zha},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fake News Mitigation via Point Process Based Intervention},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1097--1106},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/farajtabar17a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarajtabarYYXTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarinaKS17,
author = {Gabriele Farina and
Christian Kroer and
Tuomas Sandholm},
editor = {Doina Precup and
Yee Whye Teh},
title = {Regret Minimization in Behaviorally-Constrained Zero-Sum Games},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1107--1116},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/farina17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarinaKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeldmanOR17,
author = {Dan Feldman and
Sedat Ozer and
Daniela Rus},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coresets for Vector Summarization with Applications to Network Graphs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1117--1125},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/feldman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeldmanOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FinnAL17,
author = {Chelsea Finn and
Pieter Abbeel and
Sergey Levine},
editor = {Doina Precup and
Yee Whye Teh},
title = {Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1126--1135},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/finn17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FinnAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterGSCS17,
author = {Jakob N. Foerster and
Justin Gilmer and
Jascha Sohl{-}Dickstein and
Jan Chorowski and
David Sussillo},
editor = {Doina Precup and
Yee Whye Teh},
title = {Input Switched Affine Networks: An {RNN} Architecture Designed for
Interpretability},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1136--1145},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/foerster17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FoersterGSCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterNFATKW17,
author = {Jakob N. Foerster and
Nantas Nardelli and
Gregory Farquhar and
Triantafyllos Afouras and
Philip H. S. Torr and
Pushmeet Kohli and
Shimon Whiteson},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1146--1155},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/foerster17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FoersterNFATKW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ForneyPB17,
author = {Andrew Forney and
Judea Pearl and
Elias Bareinboim},
editor = {Doina Precup and
Yee Whye Teh},
title = {Counterfactual Data-Fusion for Online Reinforcement Learners},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1156--1164},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/forney17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ForneyPB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FranceschiDFP17,
author = {Luca Franceschi and
Michele Donini and
Paolo Frasconi and
Massimiliano Pontil},
editor = {Doina Precup and
Yee Whye Teh},
title = {Forward and Reverse Gradient-Based Hyperparameter Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1165--1173},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/franceschi17a.html},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FranceschiDFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FutomaHH17,
author = {Joseph Futoma and
Sanjay Hariharan and
Katherine A. Heller},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Detect Sepsis with a Multitask Gaussian Process {RNN}
Classifier},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1174--1182},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/futoma17a.html},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FutomaHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GalIG17,
author = {Yarin Gal and
Riashat Islam and
Zoubin Ghahramani},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Bayesian Active Learning with Image Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1183--1192},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gal17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GalIG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoFC17,
author = {Tian Gao and
Kshitij P. Fadnis and
Murray Campbell},
editor = {Doina Precup and
Yee Whye Teh},
title = {Local-to-Global Bayesian Network Structure Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1193--1202},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gao17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarberSS17,
author = {Dan Garber and
Ohad Shamir and
Nathan Srebro},
editor = {Doina Precup and
Yee Whye Teh},
title = {Communication-efficient Algorithms for Distributed Stochastic Principal
Component Analysis},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1203--1212},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/garber17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarberSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GauntBKT17,
author = {Alexander L. Gaunt and
Marc Brockschmidt and
Nate Kushman and
Daniel Tarlow},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentiable Programs with Neural Libraries},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1213--1222},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gaunt17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GauntBKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GautierBV17,
author = {Guillaume Gautier and
R{\'{e}}mi Bardenet and
Michal Valko},
editor = {Doina Precup and
Yee Whye Teh},
title = {Zonotope Hit-and-run for Efficient Sampling from Projection DPPs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1223--1232},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gautier17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GautierBV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GehringAGYD17,
author = {Jonas Gehring and
Michael Auli and
David Grangier and
Denis Yarats and
Yann N. Dauphin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Convolutional Sequence to Sequence Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1243--1252},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gehring17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GehringAGYD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GentileLKKZE17,
author = {Claudio Gentile and
Shuai Li and
Purushottam Kar and
Alexandros Karatzoglou and
Giovanni Zappella and
Evans Etrue},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Context-Dependent Clustering of Bandits},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1253--1262},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gentile17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GentileLKKZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GilmerSRVD17,
author = {Justin Gilmer and
Samuel S. Schoenholz and
Patrick F. Riley and
Oriol Vinyals and
George E. Dahl},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Message Passing for Quantum Chemistry},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1263--1272},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gilmer17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GilmerSRVD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoldsteinS17,
author = {Tom Goldstein and
Christoph Studer},
editor = {Doina Precup and
Yee Whye Teh},
title = {Convex Phase Retrieval without Lifting via PhaseMax},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1273--1281},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/goldstein17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoldsteinS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GonzalezDDL17,
author = {Javier Gonz{\'{a}}lez and
Zhenwen Dai and
Andreas C. Damianou and
Neil D. Lawrence},
editor = {Doina Precup and
Yee Whye Teh},
title = {Preferential Bayesian Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1282--1291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gonzalez17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GonzalezDDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorhamM17,
author = {Jackson Gorham and
Lester W. Mackey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Measuring Sample Quality with Kernels},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1292--1301},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gorham17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorhamM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GraveJCGJ17,
author = {Edouard Grave and
Armand Joulin and
Moustapha Ciss{\'{e}} and
David Grangier and
Herv{\'{e}} J{\'{e}}gou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient softmax approximation for GPUs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1302--1310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/grave17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GraveJCGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GravesBMMK17,
author = {Alex Graves and
Marc G. Bellemare and
Jacob Menick and
R{\'{e}}mi Munos and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Automated Curriculum Learning for Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1311--1320},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/graves17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GravesBMMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoPSW17,
author = {Chuan Guo and
Geoff Pleiss and
Yu Sun and
Kilian Q. Weinberger},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Calibration of Modern Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1321--1330},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/guo17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoPSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaSGSPKGUV017,
author = {Chirag Gupta and
Arun Sai Suggala and
Ankit Goyal and
Harsha Vardhan Simhadri and
Bhargavi Paranjape and
Ashish Kumar and
Saurabh Goyal and
Raghavendra Udupa and
Manik Varma and
Prateek Jain},
editor = {Doina Precup and
Yee Whye Teh},
title = {ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1331--1340},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gupta17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuptaSGSPKGUV017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GygliNA17,
author = {Michael Gygli and
Mohammad Norouzi and
Anelia Angelova},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Value Networks Learn to Evaluate and Iteratively Refine Structured
Outputs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1341--1351},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gygli17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GygliNA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaarnojaTAL17,
author = {Tuomas Haarnoja and
Haoran Tang and
Pieter Abbeel and
Sergey Levine},
editor = {Doina Precup and
Yee Whye Teh},
title = {Reinforcement Learning with Deep Energy-Based Policies},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1352--1361},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/haarnoja17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaarnojaTAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HadjeresPN17,
author = {Ga{\"{e}}tan Hadjeres and
Fran{\c{c}}ois Pachet and
Frank Nielsen},
editor = {Doina Precup and
Yee Whye Teh},
title = {DeepBach: a Steerable Model for Bach Chorales Generation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1362--1371},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hadjeres17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HadjeresPN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HallakM17,
author = {Assaf Hallak and
Shie Mannor},
editor = {Doina Precup and
Yee Whye Teh},
title = {Consistent On-Line Off-Policy Evaluation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1372--1383},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hallak17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HallakM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanKPS17,
author = {Insu Han and
Prabhanjan Kambadur and
KyoungSoo Park and
Jinwoo Shin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Faster Greedy {MAP} Inference for Determinantal Point Processes},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1384--1393},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/han17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanKPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HannaTSN17,
author = {Josiah P. Hanna and
Philip S. Thomas and
Peter Stone and
Scott Niekum},
editor = {Doina Precup and
Yee Whye Teh},
title = {Data-Efficient Policy Evaluation Through Behavior Policy Search},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1394--1403},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hanna17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HannaTSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HarandiSH17,
author = {Mehrtash Tafazzoli Harandi and
Mathieu Salzmann and
Richard I. Hartley},
editor = {Doina Precup and
Yee Whye Teh},
title = {Joint Dimensionality Reduction and Metric Learning: {A} Geometric
Take},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1404--1413},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/harandi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HarandiSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HartfordLLT17,
author = {Jason S. Hartford and
Greg Lewis and
Kevin Leyton{-}Brown and
Matt Taddy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep {IV:} {A} Flexible Approach for Counterfactual Prediction},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1414--1423},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hartford17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HartfordLLT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HassidimS17,
author = {Avinatan Hassidim and
Yaron Singer},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Guarantees of Stochastic Greedy Algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1424--1432},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hassidim17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HassidimS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanSZ17,
author = {Elad Hazan and
Karan Singh and
Cyril Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Regret Minimization in Non-Convex Games},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1433--1441},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hazan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HazanSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeLMWSYR17,
author = {Lifang He and
Chun{-}Ta Lu and
Guixiang Ma and
Shen Wang and
LinLin Shen and
Philip S. Yu and
Ann B. Ragin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Kernelized Support Tensor Machines},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1442--1451},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/he17a.html},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeLMWSYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeckelR17,
author = {Reinhard Heckel and
Kannan Ramchandran},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Sample Complexity of Online One-Class Collaborative Filtering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1452--1460},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/heckel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeckelR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HenriquesV17,
author = {Jo{\~{a}}o F. Henriques and
Andrea Vedaldi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Warped Convolutions: Efficient Invariance to Spatial Transformations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1461--1469},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/henriques17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HenriquesV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hernandez-Lobato17,
author = {Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
James Requeima and
Edward O. Pyzer{-}Knapp and
Al{\'{a}}n Aspuru{-}Guzik},
editor = {Doina Precup and
Yee Whye Teh},
title = {Parallel and Distributed Thompson Sampling for Large-scale Accelerated
Exploration of Chemical Space},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1470--1479},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hernandez-lobato17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hernandez-Lobato17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HigginsPRMBPBBL17,
author = {Irina Higgins and
Arka Pal and
Andrei A. Rusu and
Lo{\"{\i}}c Matthey and
Christopher P. Burgess and
Alexander Pritzel and
Matthew M. Botvinick and
Charles Blundell and
Alexander Lerchner},
editor = {Doina Precup and
Yee Whye Teh},
title = {{DARLA:} Improving Zero-Shot Transfer in Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1480--1490},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/higgins17a.html},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HigginsPRMBPBBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HirayamaHK17,
author = {Junichiro Hirayama and
Aapo Hyv{\"{a}}rinen and
Motoaki Kawanabe},
editor = {Doina Precup and
Yee Whye Teh},
title = {{SPLICE:} Fully Tractable Hierarchical Extension of {ICA} with Pooling},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1491--1500},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hirayama17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HirayamaHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoNYBHP17,
author = {Nhat Ho and
XuanLong Nguyen and
Mikhail Yurochkin and
Hung Hai Bui and
Viet Huynh and
Dinh Q. Phung},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multilevel Clustering via Wasserstein Means},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1501--1509},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ho17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoNYBHP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hoffman17,
author = {Matthew D. Hoffman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Deep Latent Gaussian Models with Markov Chain Monte Carlo},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1510--1519},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hoffman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hoffman17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HonerNBMG17,
author = {J{\'{a}}nos H{\"{o}}ner and
Shinichi Nakajima and
Alexander Bauer and
Klaus{-}Robert M{\"{u}}ller and
Nico G{\"{o}}rnitz},
editor = {Doina Precup and
Yee Whye Teh},
title = {Minimizing Trust Leaks for Robust Sybil Detection},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1520--1528},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/honer17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HonerNBMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HongHZ17,
author = {Mingyi Hong and
Davood Hajinezhad and
Ming{-}Min Zhao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed
Nonconvex Optimization and Learning Over Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1529--1538},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hong17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HongHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HornakovaLA17,
author = {Andrea Horn{\'{a}}kov{\'{a}} and
Jan{-}Hendrik Lange and
Bjoern Andres},
editor = {Doina Precup and
Yee Whye Teh},
title = {Analysis and Optimization of Graph Decompositions by Lifted Multicuts},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1539--1548},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hornakova17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HornakovaLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuL17,
author = {Bin Hu and
Laurent Lessard},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dissipativity Theory for Nesterov's Accelerated Method},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1549--1557},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17a.html},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuMTMS17,
author = {Weihua Hu and
Takeru Miyato and
Seiya Tokui and
Eiichi Matsumoto and
Masashi Sugiyama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Discrete Representations via Information Maximizing Self-Augmented
Training},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1558--1567},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuMTMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuQ17,
author = {Hao Hu and
Guo{-}Jun Qi},
editor = {Doina Precup and
Yee Whye Teh},
title = {State-Frequency Memory Recurrent Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1568--1577},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuRC17,
author = {Changwei Hu and
Piyush Rai and
Lawrence Carin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Generative Models for Relational Data with Side Information},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1578--1586},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuRC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuYLSX17,
author = {Zhiting Hu and
Zichao Yang and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Toward Controlled Generation of Text},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1587--1596},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuYLSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ImaizumiH17,
author = {Masaaki Imaizumi and
Kohei Hayashi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tensor Decomposition with Smoothness},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1597--1606},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/imaizumi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ImaizumiH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IngrahamM17,
author = {John Ingraham and
Debora S. Marks},
editor = {Doina Precup and
Yee Whye Teh},
title = {Variational Inference for Sparse and Undirected Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1607--1616},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ingraham17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IngrahamM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JabbariJKMR17,
author = {Shahin Jabbari and
Matthew Joseph and
Michael J. Kearns and
Jamie Morgenstern and
Aaron Roth},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fairness in Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1617--1626},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jabbari17a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JabbariJKMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaderbergCOVGSK17,
author = {Max Jaderberg and
Wojciech Marian Czarnecki and
Simon Osindero and
Oriol Vinyals and
Alex Graves and
David Silver and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Decoupled Neural Interfaces using Synthetic Gradients},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1627--1635},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jaderberg17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaderbergCOVGSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JainMR17,
author = {Vikas Jain and
Nirbhay Modhe and
Piyush Rai},
editor = {Doina Precup and
Yee Whye Teh},
title = {Scalable Generative Models for Multi-label Learning with Missing Labels},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1636--1644},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jain17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JainMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaquesGBHTE17,
author = {Natasha Jaques and
Shixiang Gu and
Dzmitry Bahdanau and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Richard E. Turner and
Douglas Eck},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models
with KL-control},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1645--1654},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jaques17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaquesGBHTE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonAGS17,
author = {Rodolphe Jenatton and
C{\'{e}}dric Archambeau and
Javier Gonz{\'{a}}lez and
Matthias W. Seeger},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bayesian Optimization with Tree-structured Dependencies},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1655--1664},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jenatton17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JenattonAGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JerniteCS17,
author = {Yacine Jernite and
Anna Choromanska and
David A. Sontag},
editor = {Doina Precup and
Yee Whye Teh},
title = {Simultaneous Learning of Trees and Representations for Extreme Classification
and Density Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1665--1674},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jernite17a.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JerniteCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiHS17,
author = {Geng Ji and
Michael C. Hughes and
Erik B. Sudderth},
editor = {Doina Precup and
Yee Whye Teh},
title = {From Patches to Images: {A} Nonparametric Generative Model},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1675--1683},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ji17a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jiang17,
author = {Heinrich Jiang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Density Level Set Estimation on Manifolds with {DBSCAN}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1684--1693},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jiang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jiang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jiang17a,
author = {Heinrich Jiang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uniform Convergence Rates for Kernel Density Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1694--1703},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jiang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jiang17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangKALS17,
author = {Nan Jiang and
Akshay Krishnamurthy and
Alekh Agarwal and
John Langford and
Robert E. Schapire},
editor = {Doina Precup and
Yee Whye Teh},
title = {Contextual Decision Processes with low Bellman rank are PAC-Learnable},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1704--1713},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jiang17c.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangKALS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangMCSMG17,
author = {Shali Jiang and
Gustavo Malkomes and
Geoff Converse and
Alyssa Shofner and
Benjamin Moseley and
Roman Garnett},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Nonmyopic Active Search},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1714--1723},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jiang17d.html},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangMCSMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jin0NKJ17,
author = {Chi Jin and
Rong Ge and
Praneeth Netrapalli and
Sham M. Kakade and
Michael I. Jordan},
editor = {Doina Precup and
Yee Whye Teh},
title = {How to Escape Saddle Points Efficiently},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1724--1732},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jin17a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Jin0NKJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JingSDPSLTS17,
author = {Li Jing and
Yichen Shen and
Tena Dubcek and
John Peurifoy and
Scott A. Skirlo and
Yann LeCun and
Max Tegmark and
Marin Soljacic},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tunable Efficient Unitary Neural Networks {(EUNN)} and their application
to RNNs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1733--1741},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jing17a.html},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JingSDPSLTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jitkrittum0G17,
author = {Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Adaptive Test of Independence with Analytic Kernel Embeddings},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1742--1751},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jitkrittum17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jitkrittum0G17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonG17,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Doina Precup and
Yee Whye Teh},
title = {StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1752--1760},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/johnson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KakizakiFS17,
author = {Kazuya Kakizaki and
Kazuto Fukuchi and
Jun Sakuma},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Chi-squared Test by Unit Circle Mechanism},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1761--1770},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kakizaki17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KakizakiFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalchbrennerOSD17,
author = {Nal Kalchbrenner and
A{\"{a}}ron van den Oord and
Karen Simonyan and
Ivo Danihelka and
Oriol Vinyals and
Alex Graves and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Video Pixel Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1771--1779},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kalchbrenner17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalchbrennerOSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KaleKLP17,
author = {Satyen Kale and
Zohar S. Karnin and
Tengyuan Liang and
D{\'{a}}vid P{\'{a}}l},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adaptive Feature Selection: Computationally Efficient Online Sparse
Linear Regression under {RIP}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1780--1788},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kale17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KaleKLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kallus17,
author = {Nathan Kallus},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recursive Partitioning for Personalization using Observational Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1789--1798},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kallus17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kallus17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KandasamyDSP17,
author = {Kirthevasan Kandasamy and
Gautam Dasarathy and
Jeff G. Schneider and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multi-fidelity Bayesian Optimisation with Continuous Approximations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1799--1808},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kandasamy17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KandasamyDSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KanskySMELLDSPG17,
author = {Ken Kansky and
Tom Silver and
David A. M{\'{e}}ly and
Mohamed Eldawy and
Miguel L{\'{a}}zaro{-}Gredilla and
Xinghua Lou and
Nimrod Dorfman and
Szymon Sidor and
D. Scott Phoenix and
Dileep George},
editor = {Doina Precup and
Yee Whye Teh},
title = {Schema Networks: Zero-shot Transfer with a Generative Causal Model
of Intuitive Physics},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1809--1818},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kansky17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KanskySMELLDSPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KattOA17,
author = {Sammie Katt and
Frans A. Oliehoek and
Christopher Amato},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning in POMDPs with Monte Carlo Tree Search},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1819--1827},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/katt17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KattOA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KearnsRW17,
author = {Michael J. Kearns and
Aaron Roth and
Zhiwei Steven Wu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Meritocratic Fairness for Cross-Population Selection},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1828--1836},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kearns17a.html},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KearnsRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhannaEDGN17,
author = {Rajiv Khanna and
Ethan R. Elenberg and
Alexandros G. Dimakis and
Joydeep Ghosh and
Sahand N. Negahban},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Approximation Guarantees for Greedy Low Rank Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1837--1846},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/khanna17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhannaEDGN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhasanovaF17,
author = {Renata Khasanova and
Pascal Frossard},
editor = {Doina Precup and
Yee Whye Teh},
title = {Graph-based Isometry Invariant Representation Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1847--1856},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/khasanova17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhasanovaF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimCKLK17,
author = {Taeksoo Kim and
Moonsu Cha and
Hyunsoo Kim and
Jung Kwon Lee and
Jiwon Kim},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Discover Cross-Domain Relations with Generative Adversarial
Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1857--1865},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kim17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimCKLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimPKH17,
author = {Juyong Kim and
Yookoon Park and
Gunhee Kim and
Sung Ju Hwang},
editor = {Doina Precup and
Yee Whye Teh},
title = {SplitNet: Learning to Semantically Split Deep Networks for Parameter
Reduction and Model Parallelization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1866--1874},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kim17b.html},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimPKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KocaogluDV17,
author = {Murat Kocaoglu and
Alex Dimakis and
Sriram Vishwanath},
editor = {Doina Precup and
Yee Whye Teh},
title = {Cost-Optimal Learning of Causal Graphs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1875--1884},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kocaoglu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KocaogluDV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohL17,
author = {Pang Wei Koh and
Percy Liang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Understanding Black-box Predictions via Influence Functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1885--1894},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/koh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KohL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohlerL17,
author = {Jonas Moritz Kohler and
Aur{\'{e}}lien Lucchi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sub-sampled Cubic Regularization for Non-convex Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1895--1904},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kohler17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KohlerL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolesnikovL17,
author = {Alexander Kolesnikov and
Christoph H. Lampert},
editor = {Doina Precup and
Yee Whye Teh},
title = {PixelCNN Models with Auxiliary Variables for Natural Image Modeling},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1905--1914},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kolesnikov17a.html},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolesnikovL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrishnamurthyAH17,
author = {Akshay Krishnamurthy and
Alekh Agarwal and
Tzu{-}Kuo Huang and
Hal Daum{\'{e}} III and
John Langford},
editor = {Doina Precup and
Yee Whye Teh},
title = {Active Learning for Cost-Sensitive Classification},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1915--1924},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/krishnamurthy17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KrishnamurthyAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KucukelbirWB17,
author = {Alp Kucukelbir and
Yixin Wang and
David M. Blei},
editor = {Doina Precup and
Yee Whye Teh},
title = {Evaluating Bayesian Models with Posterior Dispersion Indices},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1925--1934},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kucukelbir17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KucukelbirWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarGV17,
author = {Ashish Kumar and
Saurabh Goyal and
Manik Varma},
editor = {Doina Precup and
Yee Whye Teh},
title = {Resource-efficient Machine Learning in 2 {KB} {RAM} for the Internet
of Things},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1935--1944},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kumar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KusnerPH17,
author = {Matt J. Kusner and
Brooks Paige and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
editor = {Doina Precup and
Yee Whye Teh},
title = {Grammar Variational Autoencoder},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1945--1954},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/kusner17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KusnerPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaclauRMBB17,
author = {Charlotte Laclau and
Ievgen Redko and
Basarab Matei and
Youn{\`{e}}s Bennani and
Vincent Brault},
editor = {Doina Precup and
Yee Whye Teh},
title = {Co-clustering through Optimal Transport},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1955--1964},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/laclau17a.html},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LaclauRMBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LanPZZ17,
author = {Guanghui Lan and
Sebastian Pokutta and
Yi Zhou and
Daniel Zink},
editor = {Doina Precup and
Yee Whye Teh},
title = {Conditional Accelerated Lazy Stochastic Gradient Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1965--1974},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lan17a.html},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LanPZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LattanziV17,
author = {Silvio Lattanzi and
Sergei Vassilvitskii},
editor = {Doina Precup and
Yee Whye Teh},
title = {Consistent k-Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1975--1984},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lattanzi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LattanziV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawUZ17,
author = {Marc T. Law and
Raquel Urtasun and
Richard S. Zemel},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Spectral Clustering Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1985--1994},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/law17a.html},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LawUZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeY0L17,
author = {Hoang Minh Le and
Yisong Yue and
Peter Carr and
Patrick Lucey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coordinated Multi-Agent Imitation Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1995--2003},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/le17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeY0L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHGJC17,
author = {Juho Lee and
Creighton Heaukulani and
Zoubin Ghahramani and
Lancelot F. James and
Seungjin Choi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bayesian inference on random simple graphs with power law degree distributions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2004--2013},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lee17a.html},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeHGJC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHPS17,
author = {Kimin Lee and
Changho Hwang and
KyoungSoo Park and
Jinwoo Shin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Confident Multiple Choice Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2014--2023},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lee17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeHPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiJBJ17,
author = {Tao Lei and
Wengong Jin and
Regina Barzilay and
Tommi S. Jaakkola},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deriving Neural Architectures from Sequence and Graph Kernels},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2024--2033},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lei17a.html},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiJBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiYWDR17,
author = {Qi Lei and
Ian En{-}Hsu Yen and
Chao{-}Yuan Wu and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical
Risk Minimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2034--2042},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lei17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiYWDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LevyW17,
author = {Dor Levy and
Lior Wolf},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Align the Source Code to the Compiled Object Code},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2043--2051},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/levy17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LevyW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiG17,
author = {Yingzhen Li and
Yarin Gal},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dropout Inference in Bayesian Neural Networks with Alpha-divergences},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2052--2061},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL17,
author = {Yuanzhi Li and
Yingyu Liang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Provable Alternating Gradient Descent for Non-negative Matrix Factorization
with Strong Correlations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2062--2070},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLZ17,
author = {Lihong Li and
Yu Lu and
Dengyong Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Provably Optimal Algorithms for Generalized Linear Contextual Bandits},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2071--2080},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiM17,
author = {Ke Li and
Jitendra Malik},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fast k-Nearest Neighbour Search via Prioritized {DCI}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2081--2090},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17d.html},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiM17a,
author = {Alexander Hanbo Li and
Andrew Martin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Forest-type Regression with General Losses and Robust Forest},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2091--2100},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiM17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiTE17,
author = {Qianxiao Li and
Cheng Tai and
Weinan E},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2101--2110},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiTE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZLV17,
author = {Qunwei Li and
Yi Zhou and
Yingbin Liang and
Pramod K. Varshney},
editor = {Doina Precup and
Yee Whye Teh},
title = {Convergence Analysis of Proximal Gradient with Momentum for Nonconvex
Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2111--2119},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/li17g.html},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiZLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LindgrenDK17,
author = {Erik M. Lindgren and
Alexandros G. Dimakis and
Adam R. Klivans},
editor = {Doina Precup and
Yee Whye Teh},
title = {Exact {MAP} Inference by Avoiding Fractional Vertices},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2120--2129},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lindgren17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LindgrenDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiporB17,
author = {John Lipor and
Laura Balzano},
editor = {Doina Precup and
Yee Whye Teh},
title = {Leveraging Union of Subspace Structure to Improve Constrained Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2130--2139},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lipor17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiporB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuB17,
author = {Li{-}Ping Liu and
David M. Blei},
editor = {Doina Precup and
Yee Whye Teh},
title = {Zero-Inflated Exponential Family Embeddings},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2140--2148},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuDHTYSRS17,
author = {Weiyang Liu and
Bo Dai and
Ahmad Humayun and
Charlene Tay and
Chen Yu and
Linda B. Smith and
James M. Rehg and
Le Song},
editor = {Doina Precup and
Yee Whye Teh},
title = {Iterative Machine Teaching},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2149--2158},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17b.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuDHTYSRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLNT17,
author = {Tongliang Liu and
G{\'{a}}bor Lugosi and
Gergely Neu and
Dacheng Tao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Algorithmic Stability and Hypothesis Complexity},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2159--2167},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuLNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuWY17,
author = {Hanxiao Liu and
Yuexin Wu and
Yiming Yang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Analogical Inference for Multi-relational Embeddings},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2168--2178},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuWY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYWLM17,
author = {Bo Liu and
Xiao{-}Tong Yuan and
Lezi Wang and
Qingshan Liu and
Dimitris N. Metaxas},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization
to Non-smooth Concave Maximization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2179--2187},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuYWLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZLS17,
author = {Hairong Liu and
Zhenyao Zhu and
Xiangang Li and
Sanjeev Satheesh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence
Labelling},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2188--2197},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuZLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LivniCG17,
author = {Roi Livni and
Daniel Carmon and
Amir Globerson},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Infinite Layer Networks Without the Kernel Trick},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2198--2207},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/livni17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LivniCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LongZ0J17,
author = {Mingsheng Long and
Han Zhu and
Jianmin Wang and
Michael I. Jordan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Transfer Learning with Joint Adaptation Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2208--2217},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/long17a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LongZ0J17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LouizosW17,
author = {Christos Louizos and
Max Welling},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multiplicative Normalizing Flows for Variational Bayesian Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2218--2227},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/louizos17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LouizosW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Loukas17,
author = {Andreas Loukas},
editor = {Doina Precup and
Yee Whye Teh},
title = {How Close Are the Eigenvectors of the Sample and Actual Covariance
Matrices?},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2228--2237},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/loukas17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Loukas17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Luo17,
author = {Ping Luo},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Deep Architectures via Generalized Whitened Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2238--2246},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/luo17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Luo17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LvJL17,
author = {Kaifeng Lv and
Shunhua Jiang and
Jian Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Gradient Descent: Better Generalization and Longer Horizons},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2247--2255},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lv17a.html},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LvJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lyu17,
author = {Yueming Lyu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Spherical Structured Feature Maps for Kernel Approximation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2256--2264},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lyu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lyu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaFF17,
author = {Yi{-}An Ma and
Nicholas J. Foti and
Emily B. Fox},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Gradient {MCMC} Methods for Hidden Markov Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2265--2274},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ma17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaFF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaMXLD17,
author = {Fan Ma and
Deyu Meng and
Qi Xie and
Zina Li and
Xuanyi Dong},
editor = {Doina Precup and
Yee Whye Teh},
title = {Self-Paced Co-training},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2275--2284},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ma17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaMXLD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MacGlashanHLPWR17,
author = {James MacGlashan and
Mark K. Ho and
Robert Tyler Loftin and
Bei Peng and
Guan Wang and
David L. Roberts and
Matthew E. Taylor and
Michael L. Littman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Interactive Learning from Policy-Dependent Human Feedback},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2285--2294},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/macglashan17a.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MacGlashanHLPWR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MachadoBB17,
author = {Marlos C. Machado and
Marc G. Bellemare and
Michael H. Bowling},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Laplacian Framework for Option Discovery in Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2295--2304},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/machado17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MachadoBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MairBB17,
author = {Sebastian Mair and
Ahc{\`{e}}ne Boubekki and
Ulf Brefeld},
editor = {Doina Precup and
Yee Whye Teh},
title = {Frame-based Data Factorizations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2305--2313},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mair17a.html},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MairBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalherbeV17,
author = {C{\'{e}}dric Malherbe and
Nicolas Vayatis},
editor = {Doina Precup and
Yee Whye Teh},
title = {Global optimization of Lipschitz functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2314--2323},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/malherbe17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalherbeV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaoSC17,
author = {Xueyu Mao and
Purnamrita Sarkar and
Deepayan Chakrabarti},
editor = {Doina Precup and
Yee Whye Teh},
title = {On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2324--2333},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mao17a.html},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaoSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MasegosaNLRSM17,
author = {Andr{\'{e}}s R. Masegosa and
Thomas D. Nielsen and
Helge Langseth and
Dar{\'{\i}}o Ramos{-}L{\'{o}}pez and
Antonio Salmer{\'{o}}n and
Anders L. Madsen},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bayesian Models of Data Streams with Hierarchical Power Priors},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2334--2343},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/masegosa17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MasegosaNLRSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaystreG17,
author = {Lucas Maystre and
Matthias Grossglauser},
editor = {Doina Precup and
Yee Whye Teh},
title = {Just Sort It! {A} Simple and Effective Approach to Active Preference
Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2344--2353},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/maystre17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaystreG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaystreG17a,
author = {Lucas Maystre and
Matthias Grossglauser},
editor = {Doina Precup and
Yee Whye Teh},
title = {ChoiceRank: Identifying Preferences from Node Traffic in Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2354--2362},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/maystre17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaystreG17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McGillP17,
author = {Mason McGill and
Pietro Perona},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deciding How to Decide: Dynamic Routing in Artificial Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2363--2372},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mcgill17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/McGillP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McNamaraB17,
author = {Daniel McNamara and
Maria{-}Florina Balcan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Risk Bounds for Transferring Representations With and Without Fine-Tuning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2373--2381},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mcnamara17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/McNamaraB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeiCGH17,
author = {Jiali Mei and
Yohann de Castro and
Yannig Goude and
Georges H{\'{e}}brail},
editor = {Doina Precup and
Yee Whye Teh},
title = {Nonnegative Matrix Factorization for Time Series Recovery From a Few
Temporal Aggregates},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2382--2390},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MeiCGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeschederNG17,
author = {Lars M. Mescheder and
Sebastian Nowozin and
Andreas Geiger},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adversarial Variational Bayes: Unifying Variational Autoencoders and
Generative Adversarial Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2391--2400},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mescheder17a.html},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MeschederNG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MhammediHRB17,
author = {Zakaria Mhammedi and
Andrew D. Hellicar and
Ashfaqur Rahman and
James Bailey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Orthogonal Parametrisation of Recurrent Neural Networks
Using Householder Reflections},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2401--2409},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mhammedi17a.html},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MhammediHRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MiaoGB17,
author = {Yishu Miao and
Edward Grefenstette and
Phil Blunsom},
editor = {Doina Precup and
Yee Whye Teh},
title = {Discovering Discrete Latent Topics with Neural Variational Inference},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2410--2419},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/miao17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MiaoGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerFA17,
author = {Andrew C. Miller and
Nicholas J. Foti and
Ryan P. Adams},
editor = {Doina Precup and
Yee Whye Teh},
title = {Variational Boosting: Iteratively Refining Posterior Approximations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2420--2429},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/miller17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
editor = {Doina Precup and
Yee Whye Teh},
title = {Device Placement Optimization with Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2430--2439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirhoseini17a.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirrokniLVW17,
author = {Vahab S. Mirrokni and
Renato Paes Leme and
Adrian Vladu and
Sam Chiu{-}wai Wong},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tight Bounds for Approximate Carath{\'{e}}odory and Beyond},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2440--2448},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirrokni17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MirrokniLVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirzasoleimanK017,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deletion-Robust Submodular Maximization: Data Summarization with "the
Right to be Forgotten"},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2449--2458},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirzasoleiman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MirzasoleimanK017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MishraAM17,
author = {Nikhil Mishra and
Pieter Abbeel and
Igor Mordatch},
editor = {Doina Precup and
Yee Whye Teh},
title = {Prediction and Control with Temporal Segment Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2459--2468},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mishra17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MishraAM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitliagkasM17,
author = {Ioannis Mitliagkas and
Lester W. Mackey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Improving Gibbs Sampler Scan Quality with DoGS},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2469--2477},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mitliagkas17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitliagkasM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitrovicB0K17,
author = {Marko Mitrovic and
Mark Bun and
Andreas Krause and
Amin Karbasi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Submodular Maximization: Data Summarization
in Disguise},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2478--2487},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mitrovic17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitrovicB0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MohajerSE17,
author = {Soheil Mohajer and
Changho Suh and
Adel M. Elmahdy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Active Learning for Top-K Rank Aggregation from Noisy Comparisons},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2488--2497},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mohajer17a.html},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MohajerSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MolchanovAV17,
author = {Dmitry Molchanov and
Arsenii Ashukha and
Dmitry P. Vetrov},
editor = {Doina Precup and
Yee Whye Teh},
title = {Variational Dropout Sparsifies Deep Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2498--2507},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/molchanov17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MolchanovAV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MollaysaSK17,
author = {Amina Mollaysa and
Pablo Strasser and
Alexandros Kalousis},
editor = {Doina Precup and
Yee Whye Teh},
title = {Regularising Non-linear Models Using Feature Side-information},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2508--2517},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mollaysa17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MollaysaSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MouLLJ17,
author = {Lili Mou and
Zhengdong Lu and
Hang Li and
Zhi Jin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coupling Distributed and Symbolic Execution for Natural Language Queries},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2518--2526},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mou17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MouLLJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MrouehSG17,
author = {Youssef Mroueh and
Tom Sercu and
Vaibhava Goel},
editor = {Doina Precup and
Yee Whye Teh},
title = {McGan: Mean and Covariance Feature Matching {GAN}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2527--2535},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mroueh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MrouehSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuellerGJ17,
author = {Jonas Mueller and
David K. Gifford and
Tommi S. Jaakkola},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sequence to Better Sequence: Continuous Revision of Combinatorial
Structures},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2536--2544},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mueller17a.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MuellerGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MukkamalaH17,
author = {Mahesh Chandra Mukkamala and
Matthias Hein},
editor = {Doina Precup and
Yee Whye Teh},
title = {Variants of RMSProp and Adagrad with Logarithmic Regret Bounds},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2545--2553},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mukkamala17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MukkamalaH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunkhdalaiY17,
author = {Tsendsuren Munkhdalai and
Hong Yu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Meta Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2554--2563},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/munkhdalai17a.html},
timestamp = {Fri, 20 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MunkhdalaiY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NagamineM17,
author = {Tasha Nagamine and
Nima Mesgarani},
editor = {Doina Precup and
Yee Whye Teh},
title = {Understanding the Representation and Computation of Multilayer Perceptrons:
{A} Case Study in Speech Recognition},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2564--2573},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/nagamine17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NagamineM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NamkoongSYD17,
author = {Hongseok Namkoong and
Aman Sinha and
Steve Yadlowsky and
John C. Duchi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adaptive Sampling Probabilities for Non-Smooth Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2574--2583},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/namkoong17a.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NamkoongSYD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeilLDL17,
author = {Daniel Neil and
Junhaeng Lee and
Tobi Delbr{\"{u}}ck and
Shih{-}Chii Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Delta Networks for Optimized Recurrent Network Computation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2584--2593},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/neil17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeilLDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeiswangerX17,
author = {Willie Neiswanger and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Post-Inference Prior Swapping},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2594--2602},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/neiswanger17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeiswangerX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenH17,
author = {Quynh Nguyen and
Matthias Hein},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Loss Surface of Deep and Wide Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2603--2612},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/nguyen17a.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenLST17,
author = {Lam M. Nguyen and
Jie Liu and
Katya Scheinberg and
Martin Tak{\'{a}}c},
editor = {Doina Precup and
Yee Whye Teh},
title = {{SARAH:} {A} Novel Method for Machine Learning Problems Using Stochastic
Recursive Gradient},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2613--2621},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/nguyen17b.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenLST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiQWC17,
author = {Xiuyan Ni and
Novi Quadrianto and
Yusu Wang and
Chao Chen},
editor = {Doina Precup and
Yee Whye Teh},
title = {Composing Tree Graphical Models with Persistent Homology Features
for Clustering Mixed-Type Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2622--2631},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ni17a.html},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NiQWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OchiaiWHH17,
author = {Tsubasa Ochiai and
Shinji Watanabe and
Takaaki Hori and
John R. Hershey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multichannel End-to-end Speech Recognition},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2632--2641},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ochiai17a.html},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OchiaiWHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OdenaOS17,
author = {Augustus Odena and
Christopher Olah and
Jonathon Shlens},
editor = {Doina Precup and
Yee Whye Teh},
title = {Conditional Image Synthesis with Auxiliary Classifier GANs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2642--2651},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/odena17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OdenaOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OglicG17,
author = {Dino Oglic and
Thomas G{\"{a}}rtner},
editor = {Doina Precup and
Yee Whye Teh},
title = {Nystr{\"{o}}m Method with Kernel K-means++ Samples as Landmarks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2652--2660},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/oglic17a.html},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OglicG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhSLK17,
author = {Junhyuk Oh and
Satinder Singh and
Honglak Lee and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2661--2670},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/oh17a.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OhSLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OlivaPS17,
author = {Junier B. Oliva and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Statistical Recurrent Unit},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2671--2680},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/oliva17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OlivaPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OmidshafieiPAHV17,
author = {Shayegan Omidshafiei and
Jason Pazis and
Christopher Amato and
Jonathan P. How and
John Vian},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under
Partial Observability},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2681--2690},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/omidshafiei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OmidshafieiPAHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OngieWNB17,
author = {Greg Ongie and
Rebecca Willett and
Robert D. Nowak and
Laura Balzano},
editor = {Doina Precup and
Yee Whye Teh},
title = {Algebraic Variety Models for High-Rank Matrix Completion},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2691--2700},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ongie17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OngieWNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OsbandR17,
author = {Ian Osband and
Benjamin Van Roy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Why is Posterior Sampling Better than Optimism for Reinforcement Learning?},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2701--2710},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/osband17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OsbandR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OsogamiKS17,
author = {Takayuki Osogami and
Hiroshi Kajino and
Taro Sekiyama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bidirectional Learning for Time-series Models with Hidden Units},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2711--2720},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/osogami17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OsogamiKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OstrovskiBOM17,
author = {Georg Ostrovski and
Marc G. Bellemare and
A{\"{a}}ron van den Oord and
R{\'{e}}mi Munos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Count-Based Exploration with Neural Density Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2721--2730},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ostrovski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OstrovskiBOM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PadSCTU17,
author = {Pedram Pad and
Farnood Salehi and
L. Elisa Celis and
Patrick Thiran and
Michael Unser},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dictionary Learning Based on Sparse Distribution Tomography},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2731--2740},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pad17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PadSCTU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PakmanGCP17,
author = {Ari Pakman and
Dar Gilboa and
David E. Carlson and
Liam Paninski},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Bouncy Particle Sampler},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2741--2750},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pakman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PakmanGCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PallaKG17,
author = {Konstantina Palla and
David A. Knowles and
Zoubin Ghahramani},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Birth-Death Process for Feature Allocation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2751--2759},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/palla17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PallaKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanYTB17,
author = {Yunpeng Pan and
Xinyan Yan and
Evangelos A. Theodorou and
Byron Boots},
editor = {Doina Precup and
Yee Whye Teh},
title = {Prediction under Uncertainty in Sparse Spectrum Gaussian Processes
with Applications to Filtering and Control},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2760--2768},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PanYTB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanahiDJB17,
author = {Ashkan Panahi and
Devdatt P. Dubhashi and
Fredrik D. Johansson and
Chiranjib Bhattacharyya},
editor = {Doina Precup and
Yee Whye Teh},
title = {Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence
and Cluster Recovery},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2769--2777},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/panahi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PanahiDJB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PathakAED17,
author = {Deepak Pathak and
Pulkit Agrawal and
Alexei A. Efros and
Trevor Darrell},
editor = {Doina Precup and
Yee Whye Teh},
title = {Curiosity-driven Exploration by Self-supervised Prediction},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2778--2787},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pathak17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PathakAED17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PengZZQ17,
author = {Hao Peng and
Shandian Zhe and
Xiao Zhang and
Yuan Qi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Asynchronous Distributed Variational Gaussian Process for Regression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2788--2797},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/peng17a.html},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PengZZQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PenningtonB17,
author = {Jeffrey Pennington and
Yasaman Bahri},
editor = {Doina Precup and
Yee Whye Teh},
title = {Geometry of Neural Network Loss Surfaces via Random Matrix Theory},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2798--2806},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pennington17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PenningtonB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PentinaL17,
author = {Anastasia Pentina and
Christoph H. Lampert},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multi-task Learning with Labeled and Unlabeled Tasks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2807--2816},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pentina17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PentinaL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PintoDSG17,
author = {Lerrel Pinto and
James Davidson and
Rahul Sukthankar and
Abhinav Gupta},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Adversarial Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2817--2826},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pinto17a.html},
timestamp = {Fri, 05 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PintoDSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PritzelUSBVHWB17,
author = {Alexander Pritzel and
Benigno Uria and
Sriram Srinivasan and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Demis Hassabis and
Daan Wierstra and
Charles Blundell},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Episodic Control},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2827--2836},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pritzel17a.html},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PritzelUSBVHWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaffelLLWE17,
author = {Colin Raffel and
Minh{-}Thang Luong and
Peter J. Liu and
Ron J. Weiss and
Douglas Eck},
editor = {Doina Precup and
Yee Whye Teh},
title = {Online and Linear-Time Attention by Enforcing Monotonic Alignments},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2837--2846},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/raffel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaffelLLWE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaghuPKGS17,
author = {Maithra Raghu and
Ben Poole and
Jon M. Kleinberg and
Surya Ganguli and
Jascha Sohl{-}Dickstein},
editor = {Doina Precup and
Yee Whye Teh},
title = {On the Expressive Power of Deep Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2847--2854},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/raghu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaghuPKGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaghunathanVZ17,
author = {Aditi Raghunathan and
Gregory Valiant and
James Zou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Estimating the unseen from multiple populations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2855--2863},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/raghunathan17a.html},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaghunathanVZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahmaniA17,
author = {Mostafa Rahmani and
George K. Atia},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2864--2873},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rahmani17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RahmaniA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahmaniA17a,
author = {Mostafa Rahmani and
George K. Atia},
editor = {Doina Precup and
Yee Whye Teh},
title = {Innovation Pursuit: {A} New Approach to the Subspace Clustering Problem},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2874--2882},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rahmani17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RahmaniA17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RanaL0NV17,
author = {Santu Rana and
Cheng Li and
Sunil Gupta and
Vu Nguyen and
Svetha Venkatesh},
editor = {Doina Precup and
Yee Whye Teh},
title = {High Dimensional Bayesian Optimization with Elastic Gaussian Process},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2883--2891},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rana17a.html},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RanaL0NV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavanbakhshSP17,
author = {Siamak Ravanbakhsh and
Jeff G. Schneider and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Doina Precup and
Yee Whye Teh},
title = {Equivariance Through Parameter-Sharing},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2892--2901},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ravanbakhsh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RavanbakhshSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RealMSSSTLK17,
author = {Esteban Real and
Sherry Moore and
Andrew Selle and
Saurabh Saxena and
Yutaka I. Leon{-}Suematsu and
Jie Tan and
Quoc V. Le and
Alexey Kurakin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Large-Scale Evolution of Image Classifiers},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2902--2911},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/real17a.html},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RealMSSSTLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReedOKCWCBF17,
author = {Scott E. Reed and
A{\"{a}}ron van den Oord and
Nal Kalchbrenner and
Sergio Gomez Colmenarejo and
Ziyu Wang and
Yutian Chen and
Dan Belov and
Nando de Freitas},
editor = {Doina Precup and
Yee Whye Teh},
title = {Parallel Multiscale Autoregressive Density Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2912--2921},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/reed17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ReedOKCWCBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RippelB17,
author = {Oren Rippel and
Lubomir D. Bourdev},
editor = {Doina Precup and
Yee Whye Teh},
title = {Real-Time Adaptive Image Compression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2922--2930},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rippel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RippelB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RiquelmeGL17,
author = {Carlos Riquelme and
Mohammad Ghavamzadeh and
Alessandro Lazaric},
editor = {Doina Precup and
Yee Whye Teh},
title = {Active Learning for Accurate Estimation of Linear Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2931--2939},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/riquelme17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RiquelmeGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RitterBSB17,
author = {Samuel Ritter and
David G. T. Barrett and
Adam Santoro and
Matt M. Botvinick},
editor = {Doina Precup and
Yee Whye Teh},
title = {Cognitive Psychology for Deep Neural Networks: {A} Shape Bias Case
Study},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2940--2949},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ritter17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RitterBSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RubinsteinA17,
author = {Benjamin I. P. Rubinstein and
Francesco Ald{\`{a}}},
editor = {Doina Precup and
Yee Whye Teh},
title = {Pain-Free Random Differential Privacy with Sensitivity Sampling},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2950--2959},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rubinstein17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RubinsteinA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ruggieri17,
author = {Salvatore Ruggieri},
editor = {Doina Precup and
Yee Whye Teh},
title = {Enumerating Distinct Decision Trees},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2960--2968},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ruggieri17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Ruggieri17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RukatHTY17,
author = {Tammo Rukat and
Christopher C. Holmes and
Michalis K. Titsias and
Christopher Yau},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bayesian Boolean Matrix Factorisation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2969--2978},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/rukat17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RukatHTY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SafranS17,
author = {Itay Safran and
Ohad Shamir},
editor = {Doina Precup and
Yee Whye Teh},
title = {Depth-Width Tradeoffs in Approximating Natural Functions with Neural
Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2979--2987},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/safran17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SafranS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaitoUH17,
author = {Kuniaki Saito and
Yoshitaka Ushiku and
Tatsuya Harada},
editor = {Doina Precup and
Yee Whye Teh},
title = {Asymmetric Tri-training for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2988--2997},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/saito17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SaitoUH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SakaiPNS17,
author = {Tomoya Sakai and
Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
editor = {Doina Precup and
Yee Whye Teh},
title = {Semi-Supervised Classification Based on Classification from Positive
and Unlabeled Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2998--3006},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sakai17a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SakaiPNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SakrKS17,
author = {Charbel Sakr and
Yongjune Kim and
Naresh R. Shanbhag},
editor = {Doina Precup and
Yee Whye Teh},
title = {Analytical Guarantees on Numerical Precision of Deep Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3007--3016},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sakr17a.html},
timestamp = {Mon, 15 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SakrKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaxeER17,
author = {Andrew M. Saxe and
Adam Christopher Earle and
Benjamin Rosman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Hierarchy Through Composition with Multitask LMDPs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3017--3026},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/saxe17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SaxeER17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScamanBBLM17,
author = {Kevin Scaman and
Francis R. Bach and
S{\'{e}}bastien Bubeck and
Yin Tat Lee and
Laurent Massouli{\'{e}}},
editor = {Doina Precup and
Yee Whye Teh},
title = {Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization
in Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3027--3036},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/scaman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScamanBBLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchlegelPCW17,
author = {Matthew Schlegel and
Yangchen Pan and
Jiecao Chen and
Martha White},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adapting Kernel Representations Online Using Submodular Maximization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3037--3046},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/schlegel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchlegelPCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SelsamLD17,
author = {Daniel Selsam and
Percy Liang and
David L. Dill},
editor = {Doina Precup and
Yee Whye Teh},
title = {Developing Bug-Free Machine Learning Systems With Formal Mathematics},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3047--3056},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/selsam17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SelsamLD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SenSDS17,
author = {Rajat Sen and
Karthikeyan Shanmugam and
Alexandros G. Dimakis and
Sanjay Shakkottai},
editor = {Doina Precup and
Yee Whye Teh},
title = {Identifying Best Interventions through Online Importance Sampling},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3057--3066},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sen17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SenSDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shalev-ShwartzS17,
author = {Shai Shalev{-}Shwartz and
Ohad Shamir and
Shaked Shammah},
editor = {Doina Precup and
Yee Whye Teh},
title = {Failures of Gradient-Based Deep Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3067--3075},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shalev-shwartz17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shalev-ShwartzS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShalitJS17,
author = {Uri Shalit and
Fredrik D. Johansson and
David A. Sontag},
editor = {Doina Precup and
Yee Whye Teh},
title = {Estimating individual treatment effect: generalization bounds and
algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3076--3085},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shalit17a.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShalitJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShamirS17,
author = {Ohad Shamir and
Liran Szlak},
editor = {Doina Precup and
Yee Whye Teh},
title = {Online Learning with Local Permutations and Delayed Feedback},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3086--3094},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shamir17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShamirS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SharanV17,
author = {Vatsal Sharan and
Gregory Valiant},
editor = {Doina Precup and
Yee Whye Teh},
title = {Orthogonalized {ALS:} {A} Theoretically Principled Tensor Decomposition
Algorithm for Practical Use},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3095--3104},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sharan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SharanV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sheffet17,
author = {Or Sheffet},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Ordinary Least Squares},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3105--3114},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sheffet17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sheffet17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenL17,
author = {Jie Shen and
Ping Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {On the Iteration Complexity of Support Recovery via Hard Thresholding
Pursuit},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3115--3124},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shen17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenLYM17,
author = {Li Shen and
Wei Liu and
Ganzhao Yuan and
Shiqian Ma},
editor = {Doina Precup and
Yee Whye Teh},
title = {{GSOS:} Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth
Convex Composite Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3125--3134},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shen17b.html},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenLYM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiKFHL17,
author = {Tianlin Shi and
Andrej Karpathy and
Linxi Fan and
Jonathan Hernandez and
Percy Liang},
editor = {Doina Precup and
Yee Whye Teh},
title = {World of Bits: An Open-Domain Platform for Web-Based Agents},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3135--3144},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiKFHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShrikumarGK17,
author = {Avanti Shrikumar and
Peyton Greenside and
Anshul Kundaje},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Important Features Through Propagating Activation Differences},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3145--3153},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shrikumar17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShrikumarGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shrivastava17,
author = {Anshumali Shrivastava},
editor = {Doina Precup and
Yee Whye Teh},
title = {Optimal Densification for Fast and Accurate Minwise Hashing},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3154--3163},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shrivastava17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shrivastava17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuBG17,
author = {Rui Shu and
Hung Hai Bui and
Mohammad Ghavamzadeh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bottleneck Conditional Density Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3164--3172},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShyamGD17,
author = {Pranav Shyam and
Shubham Gupta and
Ambedkar Dukkipati},
editor = {Doina Precup and
Yee Whye Teh},
title = {Attentive Recurrent Comparators},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3173--3181},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shyam17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShyamGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiZKMDH17,
author = {Si Si and
Huan Zhang and
S. Sathiya Keerthi and
Dhruv Mahajan and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Boosted Decision Trees for High Dimensional Sparse Output},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3182--3190},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/si17a.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiZKMDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SilverHHSGHDRRB17,
author = {David Silver and
Hado van Hasselt and
Matteo Hessel and
Tom Schaul and
Arthur Guez and
Tim Harley and
Gabriel Dulac{-}Arnold and
David P. Reichert and
Neil C. Rabinowitz and
Andr{\'{e}} Barreto and
Thomas Degris},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Predictron: End-To-End Learning and Planning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3191--3199},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/silver17a.html},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SilverHHSGHDRRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Simsekli17,
author = {Umut Simsekli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic
Differential Equations for Markov Chain Monte Carlo},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3200--3209},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/simsekli17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Simsekli17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SivakumarB17,
author = {Vidyashankar Sivakumar and
Arindam Banerjee},
editor = {Doina Precup and
Yee Whye Teh},
title = {High-Dimensional Structured Quantile Regression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3220--3229},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sivakumar17a.html},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SivakumarB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StaibJ17,
author = {Matthew Staib and
Stefanie Jegelka},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Budget Allocation via Continuous Submodular Functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3230--3240},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/staib17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StaibJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StanZ0K17,
author = {Serban Stan and
Morteza Zadimoghaddam and
Andreas Krause and
Amin Karbasi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Probabilistic Submodular Maximization in Sub-Linear Time},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3241--3250},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/stan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StanZ0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StichRJ17,
author = {Sebastian U. Stich and
Anant Raj and
Martin Jaggi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Approximate Steepest Coordinate Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3251--3259},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/stich17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StichRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuggalaYR17,
author = {Arun Sai Suggala and
Eunho Yang and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Ordinal Graphical Models: {A} Tale of Two Approaches},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3260--3269},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/suggala17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuggalaYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SugiyamaNT17,
author = {Mahito Sugiyama and
Hiroyuki Nakahara and
Koji Tsuda},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tensor Balancing on Statistical Manifold},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3270--3279},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sugiyama17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SugiyamaNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunDK17,
author = {Wen Sun and
Debadeepta Dey and
Ashish Kapoor},
editor = {Doina Precup and
Yee Whye Teh},
title = {Safety-Aware Algorithms for Adversarial Contextual Bandit},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3280--3288},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sun17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunRMW17,
author = {Xu Sun and
Xuancheng Ren and
Shuming Ma and
Houfeng Wang},
editor = {Doina Precup and
Yee Whye Teh},
title = {meProp: Sparsified Back Propagation for Accelerated Deep Learning
with Reduced Overfitting},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3299--3308},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sun17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunRMW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunVGBB17,
author = {Wen Sun and
Arun Venkatraman and
Geoffrey J. Gordon and
Byron Boots and
J. Andrew Bagnell},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential
Prediction},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3309--3318},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sun17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunVGBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SundararajanTY17,
author = {Mukund Sundararajan and
Ankur Taly and
Qiqi Yan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Axiomatic Attribution for Deep Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3319--3328},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/sundararajan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SundararajanTY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SureshYKM17,
author = {Ananda Theertha Suresh and
Felix X. Yu and
Sanjiv Kumar and
H. Brendan McMahan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed Mean Estimation with Limited Communication},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3329--3337},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/suresh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SureshYKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuzumuraNUTT17,
author = {Shinya Suzumura and
Kazuya Nakagawa and
Yuta Umezu and
Koji Tsuda and
Ichiro Takeuchi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Selective Inference for Sparse High-Order Interaction Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3338--3347},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/suzumura17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuzumuraNUTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaiebTH17,
author = {Souhaib Ben Taieb and
James W. Taylor and
Rob J. Hyndman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coherent Probabilistic Forecasts for Hierarchical Time Series},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3348--3357},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/taieb17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TaiebTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanM17,
author = {Zilong Tan and
Sayan Mukherjee},
editor = {Doina Precup and
Yee Whye Teh},
title = {Partitioned Tensor Factorizations for Learning Mixed Membership Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3358--3367},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tan17a.html},
timestamp = {Sat, 27 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TanM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TandonLDK17,
author = {Rashish Tandon and
Qi Lei and
Alexandros G. Dimakis and
Nikos Karampatziakis},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Coding: Avoiding Stragglers in Distributed Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3368--3376},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tandon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TandonLDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGD17,
author = {Junqi Tang and
Mohammad Golbabaee and
Mike E. Davies},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3377--3386},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tang17a.html},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Telgarsky17,
author = {Matus Telgarsky},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Networks and Rational Functions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3387--3393},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/telgarsky17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Telgarsky17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThiLNT17,
author = {Hoai An Le Thi and
Hoai Minh Le and
Phan Duy Nhat and
Bach Tran},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic {DCA} for the Large-sum of Non-convex Functions Problem
and its Application to Group Variable Selection in Classification},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3394--3403},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/thi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThiLNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tian17,
author = {Yuandong Tian},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Analytical Formula of Population Gradient for two-layered ReLU
network and its Applications in Convergence and Critical Point Analysis},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3404--3413},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tian17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TokuiS17,
author = {Seiya Tokui and
Issei Sato},
editor = {Doina Precup and
Yee Whye Teh},
title = {Evaluating the Variance of Likelihood-Ratio Gradient Estimators},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3414--3423},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tokui17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TokuiS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TompsonSSP17,
author = {Jonathan Tompson and
Kristofer Schlachter and
Pablo Sprechmann and
Ken Perlin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Accelerating Eulerian Fluid Simulation With Convolutional Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3424--3433},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tompson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TompsonSSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TosattoPDR17,
author = {Samuele Tosatto and
Matteo Pirotta and
Carlo D'Eramo and
Marcello Restelli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Boosted Fitted Q-Iteration},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3434--3443},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tosatto17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TosattoPDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ToshD17,
author = {Christopher Tosh and
Sanjoy Dasgupta},
editor = {Doina Precup and
Yee Whye Teh},
title = {Diameter-Based Active Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3444--3452},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tosh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ToshD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TripuraneniRGT17,
author = {Nilesh Tripuraneni and
Mark Rowland and
Zoubin Ghahramani and
Richard E. Turner},
editor = {Doina Precup and
Yee Whye Teh},
title = {Magnetic Hamiltonian Monte Carlo},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3453--3461},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tripuraneni17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TripuraneniRGT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrivediDWS17,
author = {Rakshit Trivedi and
Hanjun Dai and
Yichen Wang and
Le Song},
editor = {Doina Precup and
Yee Whye Teh},
title = {Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3462--3471},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/trivedi17a.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TrivediDWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsakirisV17,
author = {Manolis C. Tsakiris and
Ren{\'{e}} Vidal},
editor = {Doina Precup and
Yee Whye Teh},
title = {Hyperplane Clustering via Dual Principal Component Pursuit},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3472--3481},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tsakiris17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsakirisV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TuVWGJR17,
author = {Stephen Tu and
Shivaram Venkataraman and
Ashia C. Wilson and
Alex Gittens and
Michael I. Jordan and
Benjamin Recht},
editor = {Doina Precup and
Yee Whye Teh},
title = {Breaking Locality Accelerates Block Gauss-Seidel},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3482--3491},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/tu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TuVWGJR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UbaruM17,
author = {Shashanka Ubaru and
Arya Mazumdar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multilabel Classification with Group Testing and Codes},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3492--3501},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ubaru17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UbaruM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UmlauftH17,
author = {Jonas Umlauft and
Sandra Hirche},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Stable Stochastic Nonlinear Dynamical Systems},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3502--3510},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/umlauft17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UmlauftH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UrschelBMR17,
author = {John C. Urschel and
Victor{-}Emmanuel Brunel and
Ankur Moitra and
Philippe Rigollet},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Determinantal Point Processes with Moments and Cycles},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3511--3520},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/urschel17a.html},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/UrschelBMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ValeraG17,
author = {Isabel Valera and
Zoubin Ghahramani},
editor = {Doina Precup and
Yee Whye Teh},
title = {Automatic Discovery of the Statistical Types of Variables in a Dataset},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3521--3529},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/valera17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ValeraG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VaswaniKWGLS17,
author = {Sharan Vaswani and
Branislav Kveton and
Zheng Wen and
Mohammad Ghavamzadeh and
Laks V. S. Lakshmanan and
Mark Schmidt},
editor = {Doina Precup and
Yee Whye Teh},
title = {Model-Independent Online Learning for Influence Maximization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3530--3539},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/vaswani17a.html},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VaswaniKWGLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VezhnevetsOSHJS17,
author = {Alexander Sasha Vezhnevets and
Simon Osindero and
Tom Schaul and
Nicolas Heess and
Max Jaderberg and
David Silver and
Koray Kavukcuoglu},
editor = {Doina Precup and
Yee Whye Teh},
title = {FeUdal Networks for Hierarchical Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3540--3549},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/vezhnevets17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VezhnevetsOSHJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Villacampa-Calvo17,
author = {Carlos Villacampa{-}Calvo and
Daniel Hern{\'{a}}ndez{-}Lobato},
editor = {Doina Precup and
Yee Whye Teh},
title = {Scalable Multi-Class Gaussian Process Classification using Expectation
Propagation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3550--3559},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/villacampa-calvo17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Villacampa-Calvo17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VillegasYZSLL17,
author = {Ruben Villegas and
Jimei Yang and
Yuliang Zou and
Sungryull Sohn and
Xunyu Lin and
Honglak Lee},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning to Generate Long-term Future via Hierarchical Prediction},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3560--3569},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/villegas17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VillegasYZSLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VorontsovTKP17,
author = {Eugene Vorontsov and
Chiheb Trabelsi and
Samuel Kadoury and
Chris Pal},
editor = {Doina Precup and
Yee Whye Teh},
title = {On orthogonality and learning recurrent networks with long term dependencies},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3570--3578},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/vorontsov17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VorontsovTKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WalderB17,
author = {Christian J. Walder and
Adrian N. Bishop},
editor = {Doina Precup and
Yee Whye Teh},
title = {Fast Bayesian Intensity Estimation for the Permanental Process},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3579--3588},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/walder17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WalderB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangAD17,
author = {Yu{-}Xiang Wang and
Alekh Agarwal and
Miroslav Dud{\'{\i}}k},
editor = {Doina Precup and
Yee Whye Teh},
title = {Optimal and Adaptive Off-policy Evaluation in Contextual Bandits},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3589--3597},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17a.html},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangFHMR17,
author = {Di Wang and
Kimon Fountoulakis and
Monika Henzinger and
Michael W. Mahoney and
Satish Rao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Capacity Releasing Diffusion for Speed and Locality},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3598--3607},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangFHMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangG17,
author = {Lingxiao Wang and
Quanquan Gu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Gaussian Graphical Model Estimation with Arbitrary Corruption},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3617--3626},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17d.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangGM17,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sketched Ridge Regression: Optimization Perspective, Statistical Perspective,
and Model Averaging},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3608--3616},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangJ17,
author = {Zi Wang and
Stefanie Jegelka},
editor = {Doina Precup and
Yee Whye Teh},
title = {Max-value Entropy Search for Efficient Bayesian Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3627--3635},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17e.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangKB17,
author = {Yixin Wang and
Alp Kucukelbir and
David M. Blei},
editor = {Doina Precup and
Yee Whye Teh},
title = {Robust Probabilistic Modeling with Bayesian Data Reweighting},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3646--3655},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17g.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangKS017,
author = {Jialei Wang and
Mladen Kolar and
Nathan Srebro and
Tong Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Distributed Learning with Sparsity},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3636--3645},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangKS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangL17,
author = {Po{-}An Wang and
Chi{-}Jen Lu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tensor Decomposition via Simultaneous Power Iteration},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3665--3673},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17i.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLJK17,
author = {Zi Wang and
Chengtao Li and
Stefanie Jegelka and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Batched High-dimensional Bayesian Optimization via Structural Kernel
Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3656--3664},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17h.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangLJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWHMZD17,
author = {Chong Wang and
Yining Wang and
Po{-}Sen Huang and
Abdelrahman Mohamed and
Dengyong Zhou and
Li Deng},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sequence Modeling via Segmentations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3674--3683},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17j.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangWHMZD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWTS17,
author = {Yichen Wang and
Grady Williams and
Evangelos A. Theodorou and
Le Song},
editor = {Doina Precup and
Yee Whye Teh},
title = {Variational Policy for Guiding Point Processes},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3684--3693},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17k.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangWTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangX0T17,
author = {Yunhe Wang and
Chang Xu and
Chao Xu and
Dacheng Tao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Beyond Filters: Compact Feature Map for Portable Deep Model},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3703--3711},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17m.html},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangX0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangX17,
author = {Jialei Wang and
Lin Xiao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Exploiting Strong Convexity from Data with Primal-Dual First-Order
Algorithms},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3694--3702},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17l.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZG17,
author = {Lingxiao Wang and
Xiao Zhang and
Quanquan Gu},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank
Matrix Recovery},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3712--3721},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17n.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiSKOG17,
author = {Pengfei Wei and
Ram{\'{o}}n Sagarna and
Yiping Ke and
Yew{-}Soon Ong and
Chi{-}Keong Goh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Source-Target Similarity Modelings for Multi-Source Transfer Gaussian
Process Regression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3722--3731},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiSKOG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenMBY17,
author = {Tsung{-}Hsien Wen and
Yishu Miao and
Phil Blunsom and
Steve J. Young},
editor = {Doina Precup and
Yee Whye Teh},
title = {Latent Intention Dialogue Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3732--3741},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wen17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenMBY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/White17,
author = {Martha White},
editor = {Doina Precup and
Yee Whye Teh},
title = {Unifying Task Specification in Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3742--3750},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/white17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/White17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WichrowskaMHCDF17,
author = {Olga Wichrowska and
Niru Maheswaranathan and
Matthew W. Hoffman and
Sergio Gomez Colmenarejo and
Misha Denil and
Nando de Freitas and
Jascha Sohl{-}Dickstein},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learned Optimizers that Scale and Generalize},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3751--3760},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wichrowska17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WichrowskaMHCDF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WinnerSS17,
author = {Kevin Winner and
Debora Sujono and
Daniel Sheldon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Exact Inference for Integer Latent-Variable Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3761--3770},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/winner17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WinnerSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WrigleyLY17,
author = {Andrew Wrigley and
Wee Sun Lee and
Nan Ye},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tensor Belief Propagation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3771--3779},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wrigley17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WrigleyLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZ17,
author = {Xi{-}Zhu Wu and
Zhi{-}Hua Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Unified View of Multi-Label Performance Measures},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3780--3788},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaQCBYL17,
author = {Yingce Xia and
Tao Qin and
Wei Chen and
Jiang Bian and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dual Supervised Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3789--3798},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xia17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiaQCBYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieDZKYZX17,
author = {Pengtao Xie and
Yuntian Deng and
Yi Zhou and
Abhimanu Kumar and
Yaoliang Yu and
James Zou and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Latent Space Models with Angular Constraints},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3799--3810},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xie17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieDZKYZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieSX17,
author = {Pengtao Xie and
Aarti Singh and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uncorrelation and Evenness: a New Diversity-Promoting Regularizer},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3811--3820},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xie17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLY17,
author = {Yi Xu and
Qihang Lin and
Tianbao Yang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Convex Optimization: Faster Local Growth Implies Faster
Global Convergence},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3821--3830},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLZ17,
author = {Hongteng Xu and
Dixin Luo and
Hongyuan Zha},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Hawkes Processes from Short Doubly-Censored Event Sequences},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3831--3840},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xu17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangBL17,
author = {Zhuoran Yang and
Krishnakumar Balasubramanian and
Han Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {High-dimensional Non-Gaussian Single Index Models via Thresholded
Score Function Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3851--3860},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17a.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangFSH17,
author = {Bo Yang and
Xiao Fu and
Nicholas D. Sidiropoulos and
Mingyi Hong},
editor = {Doina Precup and
Yee Whye Teh},
title = {Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3861--3870},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17b.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangFSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangGKSFL17,
author = {Haichuan Yang and
Shupeng Gui and
Chuyang Ke and
Daniel Stefankovic and
Ryohei Fujimaki and
Ji Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {On The Projection Operator to {A} Three-view Cardinality Constrained
Set},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3871--3880},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17c.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangGKSFL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangHSB17,
author = {Zichao Yang and
Zhiting Hu and
Ruslan Salakhutdinov and
Taylor Berg{-}Kirkpatrick},
editor = {Doina Precup and
Yee Whye Teh},
title = {Improved Variational Autoencoders for Text Modeling using Dilated
Convolutions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3881--3890},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangHSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangKT17,
author = {Yinchong Yang and
Denis Krompass and
Volker Tresp},
editor = {Doina Precup and
Yee Whye Teh},
title = {Tensor-Train Recurrent Neural Networks for Video Classification},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3891--3900},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangL017,
author = {Tianbao Yang and
Qihang Lin and
Lijun Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Richer Theory of Convex Constrained Optimization with Reduced Projections
and Improved Rates},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3901--3910},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangL17,
author = {Eunho Yang and
Aur{\'{e}}lie C. Lozano},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sparse + Group-Sparse Dirty Models: Statistical Guarantees without
Unreasonable Conditions and a Case for Non-Convexity},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3911--3920},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17g.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangRS17,
author = {Hongyu Yang and
Cynthia Rudin and
Margo I. Seltzer},
editor = {Doina Precup and
Yee Whye Teh},
title = {Scalable Bayesian Rule Lists},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3921--3930},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17h.html},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YeLZ17,
author = {Haishan Ye and
Luo Luo and
Zhihua Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Approximate Newton Methods and Their Local Convergence},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3931--3939},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ye17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YeLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YeWL17,
author = {Jianbo Ye and
James Ze Wang and
Jia Li},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3940--3948},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ye17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YeWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLCSLR17,
author = {Ian En{-}Hsu Yen and
Wei{-}Cheng Lee and
Sung{-}En Chang and
Arun Sai Suggala and
Shou{-}De Lin and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Latent Feature Lasso},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3949--3957},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yen17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLCSLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YoonH17,
author = {Jaehong Yoon and
Sung Ju Hwang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Combined Group and Exclusive Sparsity for Deep Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3958--3966},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yoon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YoonH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZaheerAS17,
author = {Manzil Zaheer and
Amr Ahmed and
Alexander J. Smola},
editor = {Doina Precup and
Yee Whye Teh},
title = {Latent {LSTM} Allocation: Joint Clustering and Non-Linear Dynamic
Modeling of Sequence Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3967--3976},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zaheer17a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZaheerAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZaheerKAMS17,
author = {Manzil Zaheer and
Satwik Kottur and
Amr Ahmed and
Jos{\'{e}} M. F. Moura and
Alexander J. Smola},
editor = {Doina Precup and
Yee Whye Teh},
title = {Canopy Fast Sampling with Cover Trees},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3977--3986},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zaheer17b.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZaheerKAMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZenkePG17,
author = {Friedemann Zenke and
Ben Poole and
Surya Ganguli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Continual Learning Through Synaptic Intelligence},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3987--3995},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zenke17a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZenkePG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0KALZ17,
author = {Hantian Zhang and
Jerry Li and
Kaan Kara and
Dan Alistarh and
Ji Liu and
Ce Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {ZipML: Training Linear Models with End-to-End Low Precision, and a
Little Bit of Deep Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4035--4043},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17e.html},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Zhang0KALZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangCGHC17,
author = {Yizhe Zhang and
Changyou Chen and
Zhe Gan and
Ricardo Henao and
Lawrence Carin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Gradient Monomial Gamma Sampler},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3996--4005},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17a.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangCGHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangGFCHSC17,
author = {Yizhe Zhang and
Zhe Gan and
Kai Fan and
Zhi Chen and
Ricardo Henao and
Dinghan Shen and
Lawrence Carin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adversarial Feature Matching for Text Generation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4006--4015},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17b.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangGFCHSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangHLYCHW17,
author = {Weizhong Zhang and
Bin Hong and
Wei Liu and
Jieping Ye and
Deng Cai and
Xiaofei He and
Jie Wang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Scaling Up Sparse Support Vector Machines by Simultaneous Feature
and Sample Reduction},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4016--4025},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17c.html},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangHLYCHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangHTC17,
author = {Chenzi Zhang and
Shuguang Hu and
Zhihao Gavin Tang and
T.{-}H. Hubert Chan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Re-revisiting Learning on Hypergraphs: Confidence Interval and Subgradient
Method},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4026--4034},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangHTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLW17,
author = {Yuchen Zhang and
Percy Liang and
Martin J. Wainwright},
editor = {Doina Precup and
Yee Whye Teh},
title = {Convexified Convolutional Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4044--4053},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17f.html},
timestamp = {Fri, 03 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZ17,
author = {Teng Zhang and
Zhi{-}Hua Zhou},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multi-Class Optimal Margin Distribution Machine},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4063--4071},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17h.html},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZZHZ17,
author = {Wenpeng Zhang and
Peilin Zhao and
Wenwu Zhu and
Steven C. H. Hoi and
Tong Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Projection-free Distributed Online Learning in Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4054--4062},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17g.html},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoDB17,
author = {He Zhao and
Lan Du and
Wray L. Buntine},
editor = {Doina Precup and
Yee Whye Teh},
title = {Leveraging Node Attributes for Incomplete Relational Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4072--4081},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhao17a.html},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhaoDB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoLW0TY17,
author = {Liang Zhao and
Siyu Liao and
Yanzhi Wang and
Zhe Li and
Jian Tang and
Bo Yuan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Theoretical Properties for Neural Networks with Weight Matrices of
Low Displacement Rank},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4082--4090},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhao17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoLW0TY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoSE17,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Hierarchical Features from Deep Generative Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4091--4099},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhao17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoYKJB17,
author = {Mingmin Zhao and
Shichao Yue and
Dina Katabi and
Tommi S. Jaakkola and
Matt T. Bianchi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Sleep Stages from Radio Signals: {A} Conditional Adversarial
Architecture},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4100--4109},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhao17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoYKJB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengMWCYML17,
author = {Shuxin Zheng and
Qi Meng and
Taifeng Wang and
Wei Chen and
Nenghai Yu and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Asynchronous Stochastic Gradient Descent with Delay Compensation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4120--4129},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zheng17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhengMWCYML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4140--4149},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhong17a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouGG17,
author = {Chaoxu Zhou and
Wenbo Gao and
Donald Goldfarb},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4150--4159},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhou17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLZ17,
author = {Yichi Zhou and
Jialian Li and
Jun Zhu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Identify the Nash Equilibrium in Static Games with Random Payoffs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4160--4169},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhou17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouZIJWS17,
author = {Hao Henry Zhou and
Yilin Zhang and
Vamsi K. Ithapu and
Sterling C. Johnson and
Grace Wahba and
Vikas Singh},
editor = {Doina Precup and
Yee Whye Teh},
title = {When can Multi-Site Datasets be Pooled for Regression? Hypothesis
Tests, {\textdollar}{\textbackslash}ell{\_}2{\textdollar}-consistency
and Neuroscience Applications},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4170--4179},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhou17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouZIJWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuWZG17,
author = {Rongda Zhu and
Lingxiao Wang and
Chengxiang Zhai and
Quanquan Gu},
editor = {Doina Precup and
Yee Whye Teh},
title = {High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization
Algorithm},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4180--4188},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhu17a.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuWZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZillySKS17,
author = {Julian Georg Zilly and
Rupesh Kumar Srivastava and
Jan Koutn{\'{\i}}k and
J{\"{u}}rgen Schmidhuber},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recurrent Highway Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4189--4198},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zilly17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZillySKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZoghiTGKSW17,
author = {Masrour Zoghi and
Tom{\'{a}}s Tunys and
Mohammad Ghavamzadeh and
Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Zheng Wen},
editor = {Doina Precup and
Yee Whye Teh},
title = {Online Learning to Rank in Stochastic Click Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4199--4208},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zoghi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZoghiTGKSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2017,
editor = {Doina Precup and
Yee Whye Teh},
title = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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