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@inproceedings{DBLP:conf/aistats/0002FG17,
author = {Zheng Xu and
M{\'{a}}rio A. T. Figueiredo and
Tom Goldstein},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Adaptive {ADMM} with Spectral Penalty Parameter Selection},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {718--727},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/xu17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002FG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002JKN17,
author = {Prateek Jain and
Chi Jin and
Sham M. Kakade and
Praneeth Netrapalli},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Global Convergence of Non-Convex Gradient Descent for Computing Matrix
Squareroot},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {479--488},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jain17a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/0002JKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002LS17,
author = {Bo Xie and
Yingyu Liang and
Le Song},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Diverse Neural Network Learns True Target Functions},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1216--1224},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/xie17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002LS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002SZSKY17,
author = {Benjamin Cowley and
Jo{\~{a}}o D. Semedo and
Amin Zandvakili and
Matthew A. Smith and
Adam Kohn and
Byron M. Yu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Distance Covariance Analysis},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {242--251},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/cowley17a.html},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002SZSKY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Abbasi-YadkoriB17,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Victor Gabillon and
Alan Malek},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Hit-and-Run for Sampling and Planning in Non-Convex Spaces},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {888--895},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/abbasi-yadkori17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Abbasi-YadkoriB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AbeilleL17,
author = {Marc Abeille and
Alessandro Lazaric},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Linear Thompson Sampling Revisited},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {176--184},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/abeille17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AbeilleL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AbeilleL17a,
author = {Marc Abeille and
Alessandro Lazaric},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Thompson Sampling for Linear-Quadratic Control Problems},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1246--1254},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/abeille17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AbeilleL17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AdamsM17,
author = {Roy J. Adams and
Benjamin M. Marlin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Time Series Detection Models from Temporally Imprecise Labels},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {157--165},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/adams17a.html},
timestamp = {Sat, 21 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AdamsM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Alabdulmohsin17,
author = {Ibrahim M. Alabdulmohsin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {An Information-Theoretic Route from Generalization in Expectation
to Generalization in Probability},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {92--100},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/alabdulmohsin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Alabdulmohsin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AliKOR17,
author = {Alnur Ali and
Kshitij Khare and
Sang{-}Yun Oh and
Bala Rajaratnam},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Generalized Pseudolikelihood Methods for Inverse Covariance Estimation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {280--288},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ali17a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AliKOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlquierMP17,
author = {Pierre Alquier and
The Tien Mai and
Massimiliano Pontil},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Regret Bounds for Lifelong Learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {261--269},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/alquier17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlquierMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AnandNSM17,
author = {Ankit Anand and
Ritesh Noothigattu and
Parag Singla and
Mausam},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Non-Count Symmetries in Boolean {\&} Multi-Valued Prob. Graphical
Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1541--1549},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/anand17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AnandNSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ArabshahiA17,
author = {Forough Arabshahi and
Anima Anandkumar},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Spectral Methods for Correlated Topic Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1439--1447},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/arabshahi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ArabshahiA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AshizawaSSS17,
author = {Mina Ashizawa and
Hiroaki Sasaki and
Tomoya Sakai and
Masashi Sugiyama},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {537--546},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ashizawa17a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/AshizawaSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BahmaniR17,
author = {Sohail Bahmani and
Justin Romberg},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Phase Retrieval Meets Statistical Learning Theory: {A} Flexible Convex
Relaxation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {252--260},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bahmani17a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BahmaniR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BellettiSBG17,
author = {Francois Belletti and
Evan R. Sparks and
Alexandre M. Bayen and
Joseph Gonzalez},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Random projection design for scalable implicit smoothing of randomly
observed stochastic processes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {700--708},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/belletti17a.html},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BellettiSBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BertasiusLTS17,
author = {Gedas Bertasius and
Qiang Liu and
Lorenzo Torresani and
Jianbo Shi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Local Perturb-and-MAP for Structured Prediction},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {585--594},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bertasius17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BertasiusLTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BewsherTOR17,
author = {Justin Bewsher and
Alessandra Tosi and
Michael A. Osborne and
Stephen J. Roberts},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Distribution of Gaussian Process Arc Lengths},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1412--1420},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bewsher17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/BewsherTOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhargavaGN17,
author = {Aniruddha Bhargava and
Ravi Ganti and
Robert D. Nowak},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Active Positive Semidefinite Matrix Completion: Algorithms, Theory
and Applications},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1349--1357},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bhargava17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhargavaGN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhowmikGK17,
author = {Avradeep Bhowmik and
Joydeep Ghosh and
Oluwasanmi Koyejo},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Frequency Domain Predictive Modelling with Aggregated Data},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {971--980},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bhowmik17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhowmikGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BianMB017,
author = {Andrew An Bian and
Baharan Mirzasoleiman and
Joachim M. Buhmann and
Andreas Krause},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Guaranteed Non-convex Optimization: Submodular Maximization over Continuous
Domains},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {111--120},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BianMB017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BojarskiCCFGMSS17,
author = {Mariusz Bojarski and
Anna Choromanska and
Krzysztof Choromanski and
Francois Fagan and
C{\'{e}}dric Gouy{-}Pailler and
Anne Morvan and
Nourhan Sakr and
Tam{\'{a}}s Sarl{\'{o}}s and
Jamal Atif},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Structured adaptive and random spinners for fast machine learning
computations},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1020--1029},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bojarski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BojarskiCCFGMSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BotevZB17,
author = {Aleksandar Botev and
Bowen Zheng and
David Barber},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Complementary Sum Sampling for Likelihood Approximation in Large Scale
Classification},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1030--1038},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/botev17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BotevZB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BrouwerL17,
author = {Thomas Brouwer and
Pietro Li{\`{o}}},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Bayesian Hybrid Matrix Factorisation for Data Integration},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {557--566},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/brouwer17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BrouwerL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BucurCH17,
author = {Ioan Gabriel Bucur and
Tom Claassen and
Tom Heskes},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Robust Causal Estimation in the Large-Sample Limit without Strict
Faithfulness},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1523--1531},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bucur17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BucurCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CalandrielloLV17,
author = {Daniele Calandriello and
Alessandro Lazaric and
Michal Valko},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Distributed Adaptive Sampling for Kernel Matrix Approximation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1421--1429},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/calandriello17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CalandrielloLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Clustering from Multiple Uncertain Experts},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {28--36},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenH017,
author = {Yuxin Chen and
Seyed Hamed Hassani and
Andreas Krause},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Near-optimal Bayesian Active Learning with Correlated and Noisy Tests},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {223--231},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chen17b.html},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenLQ17,
author = {Lijie Chen and
Jian Li and
Mingda Qiao},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {101--110},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chen17a.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ChenLQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChiangHD17,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Rank Aggregation and Prediction with Item Features},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {748--756},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chiang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChiangHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Cohen-AddadK17,
author = {Vincent Cohen{-}Addad and
Varun Kanade},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Online Optimization of Smoothed Piecewise Constant Functions},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {412--420},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/cohen-addad17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Cohen-AddadK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DaiHPBS17,
author = {Bo Dai and
Niao He and
Yunpeng Pan and
Byron Boots and
Le Song},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning from Conditional Distributions via Dual Embeddings},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1458--1467},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/dai17a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DaiHPBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DeYJG17,
author = {Soham De and
Abhay Kumar Yadav and
David W. Jacobs and
Tom Goldstein},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Automated Inference with Adaptive Batches},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1504--1513},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/de17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DeYJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DickLPWBS17,
author = {Travis Dick and
Mu Li and
Venkata Krishna Pillutla and
Colin White and
Nina Balcan and
Alexander J. Smola},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Data Driven Resource Allocation for Distributed Learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {662--671},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/dick17a.html},
timestamp = {Mon, 21 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DickLPWBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EbanSMGRE17,
author = {Elad Eban and
Mariano Schain and
Alan Mackey and
Ariel Gordon and
Ryan Rifkin and
Gal Elidan},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Learning of Non-Decomposable Objectives},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {832--840},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/eban17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EbanSMGRE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ErraqabiLVBL17,
author = {Akram Erraqabi and
Alessandro Lazaric and
Michal Valko and
Emma Brunskill and
Yun{-}En Liu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Trading off Rewards and Errors in Multi-Armed Bandits},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {709--717},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/erraqabi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ErraqabiLVBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EsperancaAH17,
author = {Pedro M. Esperan{\c{c}}a and
Louis J. M. Aslett and
Chris C. Holmes},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Encrypted Accelerated Least Squares Regression},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {334--343},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/esperanca17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EsperancaAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FaganBC17,
author = {Francois Fagan and
Jalaj Bhandari and
John P. Cunningham},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Annular Augmentation Sampling},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {139--147},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/fagan17a.html},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/FaganBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FalherCGV17,
author = {G{\'{e}}raud Le Falher and
Nicol{\`{o}} Cesa{-}Bianchi and
Claudio Gentile and
Fabio Vitale},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {On the Troll-Trust Model for Edge Sign Prediction in Social Networks},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {402--411},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/falher17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FalherCGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FarahmandBN17,
author = {Amir Massoud Farahmand and
Andr{\'{e}} Barreto and
Daniel Nikovski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Value-Aware Loss Function for Model-based Reinforcement Learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1486--1494},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/farahmand17a.html},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/FarahmandBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FariasL17,
author = {Vivek F. Farias and
Andrew A. Li},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Optimal Recovery of Tensor Slices},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1394--1402},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/farias17a.html},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FariasL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FellowsH17,
author = {Ian Fellows and
Mark Handcock},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Removing Phase Transitions from Gibbs Measures},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {289--297},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/fellows17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FellowsH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FlaxmanTS17,
author = {Seth R. Flaxman and
Yee Whye Teh and
Dino Sejdinovic},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Poisson intensity estimation with reproducing kernels},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {270--279},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/flaxman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FlaxmanTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FruitL17,
author = {Ronan Fruit and
Alessandro Lazaric},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Exploration-Exploitation in MDPs with Options},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {576--584},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/fruit17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FruitL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FuZ17,
author = {Tianfan Fu and
Zhihua Zhang},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {{CPSG-MCMC:} Clustering-Based Preprocessing method for Stochastic
Gradient {MCMC}},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {841--850},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/fu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaillardW17,
author = {Pierre Gaillard and
Olivier Wintenberger},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sparse Accelerated Exponential Weights},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {75--82},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/gaillard17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaillardW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GallianiDBQ17,
author = {Pietro Galliani and
Amir Dezfouli and
Edwin V. Bonilla and
Novi Quadrianto},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Gray-box Inference for Structured Gaussian Process Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {353--361},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/galliani17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GallianiDBQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaoPP17,
author = {Yihan Gao and
Aditya G. Parameswaran and
Jian Peng},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {On the Interpretability of Conditional Probability Estimates in the
Agnostic Setting},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1367--1374},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/gao17a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaoPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GardnerGWGG17,
author = {Jacob R. Gardner and
Chuan Guo and
Kilian Q. Weinberger and
Roman Garnett and
Roger B. Grosse},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Discovering and Exploiting Additive Structure for Bayesian Optimization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1311--1319},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/gardner17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GardnerGWGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GhoshalH17,
author = {Asish Ghoshal and
Jean Honorio},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Information-theoretic limits of Bayesian network structure learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {767--775},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ghoshal17a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GhoshalH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GhoshalH17a,
author = {Asish Ghoshal and
Jean Honorio},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Graphical Games from Behavioral Data: Sufficient and Necessary
Conditions},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1532--1540},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ghoshal17b.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GhoshalH17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GidelJL17,
author = {Gauthier Gidel and
Tony Jebara and
Simon Lacoste{-}Julien},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Frank-Wolfe Algorithms for Saddle Point Problems},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {362--371},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/gidel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GidelJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GoldfarbIZ17,
author = {Donald Goldfarb and
Garud Iyengar and
Chaoxu Zhou},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Linear Convergence of Stochastic Frank Wolfe Variants},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1066--1074},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/goldfarb17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GoldfarbIZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GrahamS17,
author = {Matthew M. Graham and
Amos J. Storkey},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Asymptotically exact inference in differentiable generative models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {499--508},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/graham17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GrahamS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HaghiriGL17,
author = {Siavash Haghiri and
Debarghya Ghoshdastidar and
Ulrike von Luxburg},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Comparison-Based Nearest Neighbor Search},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {851--859},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/haghiri17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HaghiriGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanawalSS17,
author = {Manjesh Kumar Hanawal and
Csaba Szepesv{\'{a}}ri and
Venkatesh Saligrama},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Unsupervised Sequential Sensor Acquisition},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {803--811},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hanawal17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HanawalSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HaraKYOOT17,
author = {Satoshi Hara and
Takayuki Katsuki and
Hiroki Yanagisawa and
Takafumi Ono and
Ryo Okamoto and
Shigeki Takeuchi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Consistent and Efficient Nonparametric Different-Feature Selection},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {130--138},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hara17a.html},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HaraKYOOT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HongGW17,
author = {Dezhi Hong and
Quanquan Gu and
Kamin Whitehouse},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {High-dimensional Time Series Clustering via Cross-Predictability},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {642--651},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hong17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HongGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HongYKSN17,
author = {Yi Hong and
Xiao Yang and
Roland Kwitt and
Martin Styner and
Marc Niethammer},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Regression Uncertainty on the Grassmannian},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {785--793},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hong17b.html},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HongYKSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HouSKGS17,
author = {Le Hou and
Dimitris Samaras and
Tahsin M. Kur{\c{c}} and
Yi Gao and
Joel H. Saltz},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {ConvNets with Smooth Adaptive Activation Functions for Regression},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {430--439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hou17a.html},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HouSKGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuSVHB17,
author = {Hanzhang Hu and
Wen Sun and
Arun Venkatraman and
Martial Hebert and
J. Andrew Bagnell},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Gradient Boosting on Stochastic Data Streams},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {595--603},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuSVHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangYZHRD17,
author = {Xiangru Huang and
Ian En{-}Hsu Yen and
Ruohan Zhang and
Qixing Huang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Greedy Direction Method of Multiplier for {MAP} Inference of Large
Output Domain},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1550--1559},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/huang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangYZHRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HugginsZ17,
author = {Jonathan Huggins and
James Zou},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Quantifying the accuracy of approximate diffusions and Markov chains},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {382--391},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/huggins17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HugginsZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HyvarinenM17,
author = {Aapo Hyv{\"{a}}rinen and
Hiroshi Morioka},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Nonlinear {ICA} of Temporally Dependent Stationary Sources},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {460--469},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/hyvarinen17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HyvarinenM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IonescuPS17,
author = {Catalin Ionescu and
Alin{-}Ionut Popa and
Cristian Sminchisescu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Large-Scale Data-Dependent Kernel Approximation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {19--27},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ionescu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IonescuPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JerfelBE17,
author = {Ghassen Jerfel and
Mehmet Emin Basbug and
Barbara E. Engelhardt},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Dynamic Collaborative Filtering With Compound Poisson Factorization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {738--747},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jerfel17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JerfelBE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JiangK17,
author = {Heinrich Jiang and
Samory Kpotufe},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Modal-set estimation with an application to clustering},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1197--1206},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jiang17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JiangK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JiangSK17,
author = {Ke Jiang and
Suvrit Sra and
Brian Kulis},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Combinatorial Topic Models using Small-Variance Asymptotics},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {421--429},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jiang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JiangSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JiangXB17,
author = {Chengming Jiang and
Huiqing Xie and
Zhaojun Bai},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Robust and Efficient Computation of Eigenvectors in a Generalized
Spectral Method for Constrained Clustering},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {757--766},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jiang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JiangXB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JunOWW17,
author = {Kwang{-}Sung Jun and
Francesco Orabona and
Stephen J. Wright and
Rebecca Willett},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Improved Strongly Adaptive Online Learning using Coin Betting},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {943--951},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jun17a.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/JunOWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JunWZB17,
author = {Seong{-}Hwan Jun and
Samuel W. K. Wong and
James V. Zidek and
Alexandre Bouchard{-}C{\^{o}}t{\'{e}}},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sequential Graph Matching with Sequential Monte Carlo},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1075--1084},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/jun17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JunWZB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Kallus17,
author = {Nathan Kallus},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Framework for Optimal Matching for Causal Inference},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {372--381},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/kallus17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Kallus17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KatariyaKSVW17,
author = {Sumeet Katariya and
Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Claire Vernade and
Zheng Wen},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Stochastic Rank-1 Bandits},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {392--401},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/katariya17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KatariyaKSVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhanL17,
author = {Mohammad Emtiyaz Khan and
Wu Lin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Conjugate-Computation Variational Inference: Converting Variational
Inference in Non-Conjugate Models to Inferences in Conjugate Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {878--887},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/khan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhanL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaEDNG17,
author = {Rajiv Khanna and
Ethan R. Elenberg and
Alexandros G. Dimakis and
Sahand N. Negahban and
Joydeep Ghosh},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Greedy Feature Selection via Weak Submodularity},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1560--1568},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/khanna17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaEDNG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaGPK17,
author = {Rajiv Khanna and
Joydeep Ghosh and
Russell A. Poldrack and
Oluwasanmi Koyejo},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Information Projection and Approximate Inference for Structured Sparse
Variables},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1358--1366},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/khanna17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaGPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KleinFBHH17,
author = {Aaron Klein and
Stefan Falkner and
Simon Bartels and
Philipp Hennig and
Frank Hutter},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fast Bayesian Optimization of Machine Learning Hyperparameters on
Large Datasets},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {528--536},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/klein17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KleinFBHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KorbaCS17,
author = {Anna Korba and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Eric Sibony},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Learning Theory of Ranking Aggregation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1001--1010},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/korba17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KorbaCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Kpotufe17,
author = {Samory Kpotufe},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1320--1328},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/kpotufe17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Kpotufe17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KullFF17,
author = {Meelis Kull and
Telmo de Menezes e Silva Filho and
Peter A. Flach},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Beta calibration: a well-founded and easily implemented improvement
on logistic calibration for binary classifiers},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {623--631},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/kull17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KullFF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KwonP17,
author = {Joon Kwon and
Vianney Perchet},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Online Learning and Blackwell Approachability with Partial Monitoring:
Optimal Convergence Rates},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {604--613},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/kwon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KwonP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LakkarajuR17,
author = {Himabindu Lakkaraju and
Cynthia Rudin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Cost-Effective and Interpretable Treatment Regimes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {166--175},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lakkaraju17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LakkarajuR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LattimoreS17,
author = {Tor Lattimore and
Csaba Szepesv{\'{a}}ri},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear
Bandits},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {728--737},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lattimore17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LattimoreS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeBW17,
author = {Tuan Anh Le and
Atilim Gunes Baydin and
Frank D. Wood},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Inference Compilation and Universal Probabilistic Programming},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1338--1348},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/le17a.html},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeblondPL17,
author = {R{\'{e}}mi Leblond and
Fabian Pedregosa and
Simon Lacoste{-}Julien},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {{ASAGA:} Asynchronous Parallel {SAGA}},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {46--54},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/leblond17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeblondPL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeLK17,
author = {Byung{-}Jun Lee and
Jongmin Lee and
Kee{-}Eung Kim},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Hierarchically-partitioned Gaussian Process Approximation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {822--831},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lee17a.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeeLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeiJ17,
author = {Lihua Lei and
Michael I. Jordan},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Less than a Single Pass: Stochastically Controlled Stochastic Gradient},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {148--156},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeiJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Li17,
author = {Ping Li},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Binary and Multi-Bit Coding for Stable Random Projections},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1430--1438},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/li17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Li17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiMM17,
author = {Pan Li and
Arya Mazumdar and
Olgica Milenkovic},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Efficient Rank Aggregation via Lehmer Codes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {450--459},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/li17b.html},
timestamp = {Sun, 06 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiYCR17,
author = {Tianyang Li and
Xinyang Yi and
Constantine Caramanis and
Pradeep Ravikumar},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Minimax Gaussian Classification {\&} Clustering},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1--9},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/li17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiYCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LianWL17,
author = {Xiangru Lian and
Mengdi Wang and
Ji Liu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Finite-sum Composition Optimization via Variance Reduced Gradient
Descent},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1159--1167},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lian17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LianWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LindermanJMABP17,
author = {Scott W. Linderman and
Matthew J. Johnson and
Andrew C. Miller and
Ryan P. Adams and
David M. Blei and
Liam Paninski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Bayesian Learning and Inference in Recurrent Switching Linear Dynamical
Systems},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {914--922},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/linderman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LindermanJMABP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuL17,
author = {Qiang Liu and
Jason D. Lee},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Black-box Importance Sampling},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {952--961},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/liu17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuSSWZ17,
author = {Ziqi Liu and
Alexander J. Smola and
Kyle Soska and
Yu{-}Xiang Wang and
Qinghua Zheng},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Attributing Hacks},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {794--802},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/liu17a.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuSSWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LocatelloKTJ17,
author = {Francesco Locatello and
Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {860--868},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/locatello17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LocatelloKTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuHW17,
author = {Songtao Lu and
Mingyi Hong and
Zhengdao Wang},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Stochastic Nonconvex Splitting Method for Symmetric Nonnegative
Matrix Factorization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {812--821},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuPHTV17,
author = {Xiaoyu Lu and
Valerio Perrone and
Leonard Hasenclever and
Yee Whye Teh and
Sebastian J. Vollmer},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Relativistic Monte Carlo},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1236--1245},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lu17b.html},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LuPHTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MalekKCG17,
author = {Alan Malek and
Sumeet Katariya and
Yinlam Chow and
Mohammad Ghavamzadeh},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sequential Multiple Hypothesis Testing with Type {I} Error Control},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1468--1476},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/malek17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MalekKCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/McDonald17,
author = {Daniel McDonald},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Minimax Density Estimation for Growing Dimension},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {194--203},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/mcdonald17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/McDonald17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/McMahanMRHA17,
author = {Brendan McMahan and
Eider Moore and
Daniel Ramage and
Seth Hampson and
Blaise Ag{\"{u}}era y Arcas},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Communication-Efficient Learning of Deep Networks from Decentralized
Data},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1273--1282},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/mcmahan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/McMahanMRHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Mehta17,
author = {Nishant A. Mehta},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fast rates with high probability in exp-concave statistical learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1085--1093},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/mehta17a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Mehta17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MooreR17,
author = {David A. Moore and
Stuart Russell},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Signal-based Bayesian Seismic Monitoring},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1293--1301},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/moore17a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MooreR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MoscovichJN17,
author = {Amit Moscovich and
Ariel Jaffe and
Boaz Nadler},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Minimax-optimal semi-supervised regression on unknown manifolds},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {933--942},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/moscovich17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MoscovichJN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MrouehMG17,
author = {Youssef Mroueh and
Etienne Marcheret and
Vaibhava Goel},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Co-Occurring Directions Sketching for Approximate Matrix Multiply},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {567--575},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/mroueh17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MrouehMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MuellerRDJ17,
author = {Jonas Mueller and
David Reshef and
George Du and
Tommi S. Jaakkola},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Optimal Interventions},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1039--1047},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/mueller17a.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MuellerRDJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NaessethRLB17,
author = {Christian A. Naesseth and
Francisco J. R. Ruiz and
Scott W. Linderman and
David M. Blei},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Reparameterization Gradients through Acceptance-Rejection Sampling
Algorithms},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {489--498},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/naesseth17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NaessethRLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NewlingF17,
author = {James Newling and
Fran{\c{c}}ois Fleuret},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Sub-Quadratic Exact Medoid Algorithm},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {185--193},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/newling17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NewlingF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Niculescu-Mizil17,
author = {Alexandru Niculescu{-}Mizil and
Ehsan Abbasnejad},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Label Filters for Large Scale Multilabel Classification},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1448--1457},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/niculescu-mizil17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Niculescu-Mizil17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NitandaS17,
author = {Atsushi Nitanda and
Taiji Suzuki},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Stochastic Difference of Convex Algorithm and its Application to Training
Deep Boltzmann Machines},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {470--478},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/nitanda17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NitandaS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkFCW17,
author = {Mijung Park and
James R. Foulds and
Kamalika Choudhary and
Max Welling},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {{DP-EM:} Differentially Private Expectation Maximization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {896--904},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkFCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkHBL17,
author = {Youngsuk Park and
David Hallac and
Stephen P. Boyd and
Jure Leskovec},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning the Network Structure of Heterogeneous Data via Pairwise
Exponential Markov Random Fields},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1302--1310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkHBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkJGSSV17,
author = {Sejun Park and
Yunhun Jang and
Andreas Galanis and
Jinwoo Shin and
Daniel Stefankovic and
Eric Vigoda},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Rapid Mixing Swendsen-Wang Sampler for Stochastic Partitioned Attractive
Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {440--449},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkJGSSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkKCS17,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Non-square matrix sensing without spurious local minima via the Burer-Monteiro
approach},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {65--74},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkKCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerekrestenkoCJ17,
author = {Dmytro Perekrestenko and
Volkan Cevher and
Martin Jaggi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Faster Coordinate Descent via Adaptive Importance Sampling},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {869--877},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/perekrestenko17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerekrestenkoCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerolatSPP17,
author = {Julien P{\'{e}}rolat and
Florian Strub and
Bilal Piot and
Olivier Pietquin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Nash Equilibrium for General-Sum Markov Games from Batch
Data},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {232--241},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/perolat17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerolatSPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PiironenV17,
author = {Juho Piironen and
Aki Vehtari},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {On the Hyperprior Choice for the Global Shrinkage Parameter in the
Horseshoe Prior},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {905--913},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/piironen17a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PiironenV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Pike-BurkeG17,
author = {Ciara Pike{-}Burke and
Steffen Gr{\"{u}}new{\"{a}}lder},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Optimistic Planning for the Stochastic Knapsack Problem},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1114--1122},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/pike-burke17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Pike-BurkeG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Pimentel-Alarcon17,
author = {Daniel L. Pimentel{-}Alarc{\'{o}}n and
Robert D. Nowak},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Random Consensus Robust {PCA}},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {344--352},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/pimentel-alarcon17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Pimentel-Alarcon17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PingI17,
author = {Wei Ping and
Alexander Ihler},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Belief Propagation in Conditional RBMs for Structured Prediction},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1141--1149},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ping17a.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/PingI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PoulisD17,
author = {Stefanos Poulis and
Sanjoy Dasgupta},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning with Feature Feedback: from Theory to Practice},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1104--1113},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/poulis17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PoulisD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QuattoniCG17,
author = {Ariadna Quattoni and
Xavier Carreras and
Matthias Gall{\'{e}}},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Maximum Matching Algorithm for Basis Selection in Spectral Learning},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1477--1485},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/quattoni17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QuattoniCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Raj0MFS17,
author = {Anant Raj and
Abhishek Kumar and
Youssef Mroueh and
Tom Fletcher and
Bernhard Sch{\"{o}}lkopf},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Local Group Invariant Representations via Orbit Embeddings},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1225--1235},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/raj17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Raj0MFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RakhlinS17,
author = {Alexander Rakhlin and
Karthik Sridharan},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Efficient Online Multiclass Prediction on Graphs via Surrogate Losses},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1403--1411},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/rakhlin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RakhlinS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RogersK17,
author = {Ryan Rogers and
Daniel Kifer},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A New Class of Private Chi-Square Hypothesis Tests},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {991--1000},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/rogers17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RogersK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RowlandPW17,
author = {Mark Rowland and
Aldo Pacchiano and
Adrian Weller},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Conditions beyond treewidth for tightness of higher-order {LP} relaxations},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {10--18},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/rowland17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RowlandPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Ruozzi17,
author = {Nicholas Ruozzi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Lower Bound on the Partition Function of Attractive Graphical Models
in the Continuous Case},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1048--1056},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/ruozzi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Ruozzi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SaadM17,
author = {Feras Saad and
Vikash Mansinghka},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic
Programming and Non-parametric Bayes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {632--641},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/saad17a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SaadM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SankaranBB17,
author = {Raman Sankaran and
Francis R. Bach and
Chiranjib Bhattacharyya},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Identifying Groups of Strongly Correlated Variables through Smoothed
Ordered Weighted L\({}_{\mbox{1}}\)-norms},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1123--1131},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sankaran17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SankaranBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SasakiKS17,
author = {Hiroaki Sasaki and
Takafumi Kanamori and
Masashi Sugiyama},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Estimating Density Ridges by Direct Estimation of Density-Derivative-Ratios},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {204--212},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sasaki17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SasakiKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ScarlettC17,
author = {Jonathan Scarlett and
Volkan Cevher},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Lower Bounds on Active Learning for Graphical Model Selection},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {55--64},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/scarlett17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ScarlettC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SenSKDS17,
author = {Rajat Sen and
Karthikeyan Shanmugam and
Murat Kocaoglu and
Alexandros G. Dimakis and
Sanjay Shakkottai},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Contextual Bandits with Latent Confounders: An {NMF} Approach},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {518--527},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sen17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SenSKDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShiltonGRV17,
author = {Alistair Shilton and
Sunil Gupta and
Santu Rana and
Svetha Venkatesh},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Regret Bounds for Transfer Learning in Bayesian Optimisation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {307--315},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/shilton17a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShiltonGRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SinhaK17,
author = {Kaushik Sinha and
Omid Keivani},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sparse Randomized Partition Trees for Nearest Neighbor Search},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {681--689},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sinha17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SinhaK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Slawski17,
author = {Martin Slawski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Compressed Least Squares Regression revisited},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1207--1215},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/slawski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Slawski17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SokolicGSR17,
author = {Jure Sokolic and
Raja Giryes and
Guillermo Sapiro and
Miguel R. D. Rodrigues},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Generalization Error of Invariant Classifiers},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1094--1103},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sokolic17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SokolicGSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SteortsBN17,
author = {Rebecca C. Steorts and
Matt Barnes and
Willie Neiswanger},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Performance Bounds for Graphical Record Linkage},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {298--306},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/steorts17a.html},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SteortsBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StevensPSSC17,
author = {Andrew Stevens and
Yunchen Pu and
Yannan Sun and
Gregory Spell and
Lawrence Carin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {121--129},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/stevens17a.html},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/StevensPSSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunAP17,
author = {Ruoxi Sun and
Evan Archer and
Liam Paninski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Variational Inference for Super Resolution Microscopy},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1057--1065},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sun17a.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/SunAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunCC17,
author = {Shengyang Sun and
Changyou Chen and
Lawrence Carin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Structured Weight Uncertainty in Bayesian Neural Networks},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1283--1292},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sun17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangJ17,
author = {Da Tang and
Tony Jebara},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Initialization and Coordinate Optimization for Multi-way Matching},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1385--1393},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/tang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangM17,
author = {Cheng Tang and
Claire Monteleoni},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Convergence Rate of Stochastic k-means},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1495--1503},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/tang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ThomannBMS17,
author = {Philipp Thomann and
Ingrid Blaschzyk and
Mona Meister and
Ingo Steinwart},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Spatial Decompositions for Large Scale SVMs},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1329--1337},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/thomann17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ThomannBMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ThomasCGS17,
author = {Albert Thomas and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Alexandre Gramfort and
Anne Sabourin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Anomaly Detection in Extreme Regions via Empirical MV-sets on the
Sphere},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1011--1019},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/thomas17a.html},
timestamp = {Sat, 18 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ThomasCGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TianG17,
author = {Lu Tian and
Quanquan Gu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Communication-efficient Distributed Sparse Linear Discriminant Analysis},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1178--1187},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/tian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TianG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VanhaesebrouckB17,
author = {Paul Vanhaesebrouck and
Aur{\'{e}}lien Bellet and
Marc Tommasi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Decentralized Collaborative Learning of Personalized Models over Networks},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {509--517},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/vanhaesebrouck17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VanhaesebrouckB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VaswaniSL17,
author = {Sharan Vaswani and
Mark Schmidt and
Laks V. S. Lakshmanan},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Horde of Bandits using Gaussian Markov Random Fields},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {690--699},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/vaswani17a.html},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VaswaniSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VinyesO17,
author = {Marina Vinyes and
Guillaume Obozinski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fast column generation for atomic norm regularization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {547--556},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/vinyes17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VinyesO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WagbergZSS17,
author = {Johan W{\aa}gberg and
Dave Zachariah and
Thomas B. Sch{\"{o}}n and
Petre Stoica},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Prediction Performance After Learning in Gaussian Process Regression},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1264--1272},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wagberg17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WagbergZSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangGQ17,
author = {Beilun Wang and
Ji Gao and
Yanjun Qi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Fast and Scalable Joint Estimator for Learning Multiple Related
Sparse Gaussian Graphical Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1168--1177},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangGQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangLMKS17,
author = {Jialei Wang and
Jason D. Lee and
Mehrdad Mahdavi and
Mladen Kolar and
Nati Srebro},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sketching Meets Random Projection in the Dual: {A} Provable Recovery
Algorithm for Big and High-dimensional Data},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1150--1158},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangLMKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangS17,
author = {Miaoyan Wang and
Yun S. Song},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Tensor Decompositions via Two-Mode Higher-Order {SVD} {(HOSVD)}},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {614--622},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangWFY17,
author = {Shaofei Wang and
Steffen Wolf and
Charless C. Fowlkes and
Julian Yarkony},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Tracking Objects with Higher Order Interactions via Delayed Column
Generation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1132--1140},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangWFY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangYZZS17,
author = {Yichen Wang and
Xiaojing Ye and
Haomin Zhou and
Hongyuan Zha and
Le Song},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Linking Micro Event History to Macro Prediction in Point Process Models},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1375--1384},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17f.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangYZZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZG17,
author = {Lingxiao Wang and
Xiao Zhang and
Quanquan Gu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Unified Computational and Statistical Framework for Nonconvex Low-rank
Matrix Estimation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {981--990},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wang17b.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeiM17,
author = {Colin Wei and
Iain Murray},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Markov Chain Truncation for Doubly-Intractable Inference},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {776--784},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/wei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeiM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuZG17,
author = {Pan Xu and
Tingting Zhang and
Quanquan Gu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Efficient Algorithm for Sparse Tensor-variate Gaussian Graphical Models
via Gradient Descent},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {923--932},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/xu17b.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/XuZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YamadaTISK17,
author = {Makoto Yamada and
Koh Takeuchi and
Tomoharu Iwata and
John Shawe{-}Taylor and
Samuel Kaski},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Localized Lasso for High-Dimensional Regression},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {325--333},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/yamada17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YamadaTISK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YurtseverUTC17,
author = {Alp Yurtsever and
Madeleine Udell and
Joel A. Tropp and
Volkan Cevher},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal
Storage},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1188--1196},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/yurtsever17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YurtseverUTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZafarVGG17,
author = {Muhammad Bilal Zafar and
Isabel Valera and
Manuel Gomez{-}Rodriguez and
Krishna P. Gummadi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fairness Constraints: Mechanisms for Fair Classification},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {962--970},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zafar17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZafarVGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZaytsevB17,
author = {Alexey Zaytsev and
Evgeny Burnaev},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Minimax Approach to Variable Fidelity Data Interpolation},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {652--661},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zaytsev17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZaytsevB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangLWJ17,
author = {Yuchen Zhang and
Jason D. Lee and
Martin J. Wainwright and
Michael I. Jordan},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {On the Learnability of Fully-Connected Neural Networks},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {83--91},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhang17a.html},
timestamp = {Fri, 03 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangLWJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangYRD17,
author = {Jiong Zhang and
Ian En{-}Hsu Yen and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Convex Multiple Sequence Alignment via Entropy-Regularized
Dual Decomposition},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1514--1522},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangYRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoTX17,
author = {Renbo Zhao and
Vincent Yan Fu Tan and
Huan Xu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Online Nonnegative Matrix Factorization with General Divergences},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {37--45},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhao17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoTX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhongGKYSD17,
author = {Kai Zhong and
Ruiqi Guo and
Sanjiv Kumar and
Bowei Yan and
David Simcha and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fast Classification with Binary Prototypes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1255--1263},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhong17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhongGKYSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouOBCG17,
author = {Tianyi Zhou and
Hua Ouyang and
Jeff A. Bilmes and
Yi Chang and
Carlos Guestrin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scaling Submodular Maximization via Pruned Submodularity Graphs},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {316--324},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhou17a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhouOBCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhuLS17,
author = {Yuancheng Zhu and
Zhe Liu and
Siqi Sun},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Nonparametric Forest Graphical Models with Prior Information},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {672--680},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhu17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhuLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZiminL17,
author = {Alexander Zimin and
Christoph H. Lampert},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Theory for Conditional Risk Minimization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {213--222},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zimin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZiminL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2017,
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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