Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "toc:db/conf/icml/icml2015.bht:"
download as .bib file
@inproceedings{DBLP:conf/icml/Abbasi-YadkoriB15,
author = {Yasin Abbasi{-}Yadkori and
Peter L. Bartlett and
Xi Chen and
Alan Malek},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-Scale Markov Decision Problems with {KL} Control Cost and its
Application to Crowdsourcing},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1053--1062},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/abbasi-yadkori15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Abbasi-YadkoriB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalB15,
author = {Alekh Agarwal and
L{\'{e}}on Bottou},
editor = {Francis R. Bach and
David M. Blei},
title = {A Lower Bound for the Optimization of Finite Sums},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {78--86},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/agarwal15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhnCGMW15,
author = {Kook Jin Ahn and
Graham Cormode and
Sudipto Guha and
Andrew McGregor and
Anthony Wirth},
editor = {Francis R. Bach and
David M. Blei},
title = {Correlation Clustering in Data Streams},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2237--2246},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ahn15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AhnCGMW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AllamanisTGW15,
author = {Miltiadis Allamanis and
Daniel Tarlow and
Andrew D. Gordon and
Yi Wei},
editor = {Francis R. Bach and
David M. Blei},
title = {Bimodal Modelling of Source Code and Natural Language},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2123--2132},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/allamanis15.html},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AllamanisTGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmidU15,
author = {Ehsan Amid and
Antti Ukkonen},
editor = {Francis R. Bach and
David M. Blei},
title = {Multiview Triplet Embedding: Learning Attributes in Multiple Maps},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1472--1480},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/amid15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmidU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnBB15,
author = {Senjian An and
Farid Boussa{\"{\i}}d and
Mohammed Bennamoun},
editor = {Francis R. Bach and
David M. Blei},
title = {How Can Deep Rectifier Networks Achieve Linear Separability and Preserve
Distances?},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {514--523},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/an15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnavaHZ15,
author = {Oren Anava and
Elad Hazan and
Assaf Zeevi},
editor = {Francis R. Bach and
David M. Blei},
title = {Online Time Series Prediction with Missing Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2191--2199},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/anava15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnavaHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsterisKDYC15,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Alexandros G. Dimakis and
Han{-}Gyol Yi and
Bharath Chandrasekaran},
editor = {Francis R. Bach and
David M. Blei},
title = {Stay on path: {PCA} along graph paths},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1728--1736},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/asteris15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsterisKDYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronH15,
author = {Haim Avron and
Lior Horesh},
editor = {Francis R. Bach and
David M. Blei},
title = {Community Detection Using Time-Dependent Personalized PageRank},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1795--1803},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/avron15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AybatWI15,
author = {Necdet S. Aybat and
Zi Wang and
Garud Iyengar},
editor = {Francis R. Bach and
David M. Blei},
title = {An Asynchronous Distributed Proximal Gradient Method for Composite
Convex Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2454--2462},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/aybat15.html},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AybatWI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachHBG15,
author = {Stephen H. Bach and
Bert Huang and
Jordan L. Boyd{-}Graber and
Lise Getoor},
editor = {Francis R. Bach and
David M. Blei},
title = {Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss
MRFs},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {381--390},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bach15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachHBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLK15,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Coresets for Nonparametric Estimation - the Case of DP-Means},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {209--217},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bachem15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanP15,
author = {Philip Bachman and
Doina Precup},
editor = {Francis R. Bach and
David M. Blei},
title = {Variational Generative Stochastic Networks with Collaborative Shaping},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1964--1972},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bachman15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BahadoriKFL15,
author = {Mohammad Taha Bahadori and
David C. Kale and
Yingying Fan and
Yan Liu},
editor = {Francis R. Bach and
David M. Blei},
title = {Functional Subspace Clustering with Application to Time Series},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {228--237},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bahadori15.html},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BahadoriKFL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bai0ZH15,
author = {Lu Bai and
Luca Rossi and
Zhihong Zhang and
Edwin R. Hancock},
editor = {Francis R. Bach and
David M. Blei},
title = {An Aligned Subtree Kernel for Weighted Graphs},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {30--39},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bai15.html},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bai0ZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarbosaENW15,
author = {Rafael da Ponte Barbosa and
Alina Ene and
Huy L. Nguyen and
Justin Ward},
editor = {Francis R. Bach and
David M. Blei},
title = {The Power of Randomization: Distributed Submodular Maximization on
Massive Datasets},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1236--1244},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/barbosa15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarbosaENW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelangerK15,
author = {David Belanger and
Sham M. Kakade},
editor = {Francis R. Bach and
David M. Blei},
title = {A Linear Dynamical System Model for Text},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {833--842},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/belanger15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelangerK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BenavoliCMZ15,
author = {Alessio Benavoli and
Giorgio Corani and
Francesca Mangili and
Marco Zaffalon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Bayesian nonparametric procedure for comparing algorithms},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1264--1272},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/benavoli15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BenavoliCMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BerlindU15,
author = {Christopher Berlind and
Ruth Urner},
editor = {Francis R. Bach and
David M. Blei},
title = {Active Nearest Neighbors in Changing Environments},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1870--1879},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/berlind15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BerlindU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Betancourt15,
author = {Michael Betancourt},
editor = {Francis R. Bach and
David M. Blei},
title = {The Fundamental Incompatibility of Scalable Hamiltonian Monte Carlo
and Naive Data Subsampling},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {533--540},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/betancourt15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Betancourt15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerKL15,
author = {Alina Beygelzimer and
Satyen Kale and
Haipeng Luo},
editor = {Francis R. Bach and
David M. Blei},
title = {Optimal and Adaptive Algorithms for Online Boosting},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2323--2331},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/beygelzimer15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeygelzimerKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlechschmidtGL15,
author = {Katharina Blechschmidt and
Joachim Giesen and
S{\"{o}}ren Laue},
editor = {Francis R. Bach and
David M. Blei},
title = {Tracking Approximate Solutions of Parameterized Optimization Problems
over Multi-Dimensional (Hyper-)Parameter Domains},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {438--447},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/blechschmidt15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlechschmidtGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlumH15,
author = {Avrim Blum and
Moritz Hardt},
editor = {Francis R. Bach and
David M. Blei},
title = {The Ladder: {A} Reliable Leaderboard for Machine Learning Competitions},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1006--1014},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/blum15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlumH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlundellCKW15,
author = {Charles Blundell and
Julien Cornebise and
Koray Kavukcuoglu and
Daan Wierstra},
editor = {Francis R. Bach and
David M. Blei},
title = {Weight Uncertainty in Neural Network},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1613--1622},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/blundell15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlundellCKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bou-AmmarTE15,
author = {Haitham Bou{-}Ammar and
Rasul Tutunov and
Eric Eaton},
editor = {Francis R. Bach and
David M. Blei},
title = {Safe Policy Search for Lifelong Reinforcement Learning with Sublinear
Regret},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2361--2369},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ammar15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bou-AmmarTE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BounliphoneGTB15,
author = {Wacha Bounliphone and
Arthur Gretton and
Arthur Tenenhaus and
Matthew B. Blaschko},
editor = {Francis R. Bach and
David M. Blei},
title = {A low variance consistent test of relative dependency},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {20--29},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bounliphone15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BounliphoneGTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoutsidisKG15,
author = {Christos Boutsidis and
Prabhanjan Kambadur and
Alex Gittens},
editor = {Francis R. Bach and
David M. Blei},
title = {Spectral Clustering via the Power Method - Provably},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {40--48},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/boutsidis15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BoutsidisKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CarpentierV15,
author = {Alexandra Carpentier and
Michal Valko},
editor = {Francis R. Bach and
David M. Blei},
title = {Simple regret for infinitely many armed bandits},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1133--1141},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/carpentier15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CarpentierV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangKADL15,
author = {Kai{-}Wei Chang and
Akshay Krishnamurthy and
Alekh Agarwal and
Hal Daum{\'{e}} III and
John Langford},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning to Search Better than Your Teacher},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2058--2066},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/changb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangKADL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangYXY15,
author = {Xiaojun Chang and
Yi Yang and
Eric P. Xing and
Yaoliang Yu},
editor = {Francis R. Bach and
David M. Blei},
title = {Complex Event Detection using Semantic Saliency and Nearly-Isotonic
{SVM}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1348--1357},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/changa15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangYXY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaoSMS15,
author = {Wei{-}Lun Chao and
Justin Solomon and
Dominik L. Michels and
Fei Sha},
editor = {Francis R. Bach and
David M. Blei},
title = {Exponential Integration for Hamiltonian Monte Carlo},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1142--1151},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chao15.html},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChaoSMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChazalFLMRW15,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Fasy and
Fabrizio Lecci and
Bertrand Michel and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Francis R. Bach and
David M. Blei},
title = {Subsampling Methods for Persistent Homology},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2143--2151},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chazal15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChazalFLMRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenS15,
author = {Yuxin Chen and
Changho Suh},
editor = {Francis R. Bach and
David M. Blei},
title = {Spectral {MLE:} Top-K Rank Aggregation from Pairwise Comparisons},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {371--380},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chena15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSYU15,
author = {Liang{-}Chieh Chen and
Alexander G. Schwing and
Alan L. Yuille and
Raquel Urtasun},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Deep Structured Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1785--1794},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chenb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenSYU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenWTWC15,
author = {Wenlin Chen and
James T. Wilson and
Stephen Tyree and
Kilian Q. Weinberger and
Yixin Chen},
editor = {Francis R. Bach and
David M. Blei},
title = {Compressing Neural Networks with the Hashing Trick},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2285--2294},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chenc15.html},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenWTWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChungGCB15,
author = {Junyoung Chung and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Kyunghyun Cho and
Yoshua Bengio},
editor = {Francis R. Bach and
David M. Blei},
title = {Gated Feedback Recurrent Neural Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2067--2075},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chung15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChungGCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CilibertoMPR15,
author = {Carlo Ciliberto and
Youssef Mroueh and
Tomaso A. Poggio and
Lorenzo Rosasco},
editor = {Francis R. Bach and
David M. Blei},
title = {Convex Learning of Multiple Tasks and their Structure},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1548--1557},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ciliberto15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CilibertoMPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ClarkS15,
author = {Christopher Clark and
Amos J. Storkey},
editor = {Francis R. Bach and
David M. Blei},
title = {Training Deep Convolutional Neural Networks to Play Go},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1766--1774},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/clark15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ClarkS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenH15,
author = {Alon Cohen and
Tamir Hazan},
editor = {Francis R. Bach and
David M. Blei},
title = {Following the Perturbed Leader for Online Structured Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1034--1042},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/cohena15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenW15,
author = {Taco Cohen and
Max Welling},
editor = {Francis R. Bach and
David M. Blei},
title = {Harmonic Exponential Families on Manifolds},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1757--1765},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/cohenb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesKMS15,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Umar Syed},
editor = {Francis R. Bach and
David M. Blei},
title = {Structural Maxent Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {391--399},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/cortes15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesKMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CsibaQR15,
author = {Dominik Csiba and
Zheng Qu and
Peter Richt{\'{a}}rik},
editor = {Francis R. Bach and
David M. Blei},
title = {Stochastic Dual Coordinate Ascent with Adaptive Probabilities},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {674--683},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/csiba15.html},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CsibaQR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DanielyGS15,
author = {Amit Daniely and
Alon Gonen and
Shai Shalev{-}Shwartz},
editor = {Francis R. Bach and
David M. Blei},
title = {Strongly Adaptive Online Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1405--1411},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/daniely15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DanielyGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasBB15,
author = {Mrinal Kanti Das and
Trapit Bansal and
Chiranjib Bhattacharyya},
editor = {Francis R. Bach and
David M. Blei},
title = {Ordered Stick-Breaking Prior for Sequential {MCMC} Inference of Bayesian
Nonparametric Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {550--559},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/das15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeisenrothN15,
author = {Marc Peter Deisenroth and
Jun Wei Ng},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributed Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1481--1490},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/deisenroth15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DeisenrothN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingZSMM15,
author = {Yufei Ding and
Yue Zhao and
Xipeng Shen and
Madanlal Musuvathi and
Todd Mytkowicz},
editor = {Francis R. Bach and
David M. Blei},
title = {Yinyang K-Means: {A} Drop-In Replacement of the Classic K-Means with
Consistent Speedup},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {579--587},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ding15.html},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingZSMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DjolongaK15,
author = {Josip Djolonga and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Variational Inference in Log-supermodular Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1804--1813},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/djolonga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DjolongaK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EggelingKG15,
author = {Ralf Eggeling and
Mikko Koivisto and
Ivo Grosse},
editor = {Francis R. Bach and
David M. Blei},
title = {Dealing with small data: On the generalization of context trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1245--1253},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/eggeling15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EggelingKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EneN15,
author = {Alina Ene and
Huy L. Nguyen},
editor = {Francis R. Bach and
David M. Blei},
title = {Random Coordinate Descent Methods for Minimizing Decomposable Submodular
Functions},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {787--795},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ene15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EneN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FercoqGS15,
author = {Olivier Fercoq and
Alexandre Gramfort and
Joseph Salmon},
editor = {Francis R. Bach and
David M. Blei},
title = {Mind the duality gap: safer rules for the Lasso},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {333--342},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/fercoq15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FercoqGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FetayaU15,
author = {Ethan Fetaya and
Shimon Ullman},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Local Invariant Mahalanobis Distances},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {162--168},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/fetaya15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FetayaU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FilipponeE15,
author = {Maurizio Filippone and
Raphael Engler},
editor = {Francis R. Bach and
David M. Blei},
title = {Enabling scalable stochastic gradient-based inference for Gaussian
processes by employing the Unbiased LInear System SolvEr {(ULISSE)}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1015--1024},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/filippone15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FilipponeE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FlaxmanWNNS15,
author = {Seth R. Flaxman and
Andrew Gordon Wilson and
Daniel B. Neill and
Hannes Nickisch and
Alexander J. Smola},
editor = {Francis R. Bach and
David M. Blei},
title = {Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {607--616},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/flaxman15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FlaxmanWNNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FouldsKG15,
author = {James R. Foulds and
Shachi H. Kumar and
Lise Getoor},
editor = {Francis R. Bach and
David M. Blei},
title = {Latent Topic Networks: {A} Versatile Probabilistic Programming Framework
for Topic Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {777--786},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/foulds15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FouldsKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrostigGKS15,
author = {Roy Frostig and
Rong Ge and
Sham M. Kakade and
Aaron Sidford},
editor = {Francis R. Bach and
David M. Blei},
title = {Un-regularizing: approximate proximal point and faster stochastic
algorithms for empirical risk minimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2540--2548},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/frostig15.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrostigGKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GajaneUC15,
author = {Pratik Gajane and
Tanguy Urvoy and
Fabrice Cl{\'{e}}rot},
editor = {Francis R. Bach and
David M. Blei},
title = {A Relative Exponential Weighing Algorithm for Adversarial Utility-based
Dueling Bandits},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {218--227},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gajane15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GajaneUC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GalCG15,
author = {Yarin Gal and
Yutian Chen and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {Latent Gaussian Processes for Distribution Estimation of Multivariate
Categorical Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {645--654},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gala15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GalCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GalT15,
author = {Yarin Gal and
Richard E. Turner},
editor = {Francis R. Bach and
David M. Blei},
title = {Improving the Gaussian Process Sparse Spectrum Approximation by Representing
Uncertainty in Frequency Inputs},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {655--664},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/galb15.html},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GalT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GanCHCC15,
author = {Zhe Gan and
Changyou Chen and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Deep Poisson Factor Analysis for Topic Modeling},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1823--1832},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GanCHCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaninL15,
author = {Yaroslav Ganin and
Victor S. Lempitsky},
editor = {Francis R. Bach and
David M. Blei},
title = {Unsupervised Domain Adaptation by Backpropagation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1180--1189},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ganin15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaninL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarberH15,
author = {Dan Garber and
Elad Hazan},
editor = {Francis R. Bach and
David M. Blei},
title = {Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {541--549},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/garbera15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarberH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarberHM15,
author = {Dan Garber and
Elad Hazan and
Tengyu Ma},
editor = {Francis R. Bach and
David M. Blei},
title = {Online Learning of Eigenvectors},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {560--568},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/garberb15.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarberHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarnettHS15,
author = {Roman Garnett and
Shirley Ho and
Jeff G. Schneider},
editor = {Francis R. Bach and
David M. Blei},
title = {Finding Galaxies in the Shadows of Quasars with Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1025--1033},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/garnett15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarnettHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GasseAE15,
author = {Maxime Gasse and
Alexandre Aussem and
Haytham Elghazel},
editor = {Francis R. Bach and
David M. Blei},
title = {On the Optimality of Multi-Label Classification under Subset Zero-One
Loss for Distributions Satisfying the Composition Property},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2531--2539},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gasse15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GasseAE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeCWG15,
author = {Hong Ge and
Yutian Chen and
Moquan Wan and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributed Inference for Dirichlet Process Mixture Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2276--2284},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gea15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeCWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeZ15,
author = {Rong Ge and
James Zou},
editor = {Francis R. Bach and
David M. Blei},
title = {Intersecting Faces: Non-negative Matrix Factorization With New Guarantees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2295--2303},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/geb15.html},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeigerZSGJ15,
author = {Philipp Geiger and
Kun Zhang and
Bernhard Sch{\"{o}}lkopf and
Mingming Gong and
Dominik Janzing},
editor = {Francis R. Bach and
David M. Blei},
title = {Causal Inference by Identification of Vector Autoregressive Processes
with Hidden Components},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1917--1925},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/geiger15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeigerZSGJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GermainGML15,
author = {Mathieu Germain and
Karol Gregor and
Iain Murray and
Hugo Larochelle},
editor = {Francis R. Bach and
David M. Blei},
title = {{MADE:} Masked Autoencoder for Distribution Estimation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {881--889},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/germain15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GermainGML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhoshdastidarD15,
author = {Debarghya Ghoshdastidar and
Ambedkar Dukkipati},
editor = {Francis R. Bach and
David M. Blei},
title = {A Provable Generalized Tensor Spectral Method for Uniform Hypergraph
Partitioning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {400--409},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ghoshdastidar15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhoshdastidarD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiguereRLM15,
author = {S{\'{e}}bastien Gigu{\`{e}}re and
Am{\'{e}}lie Rolland and
Fran{\c{c}}ois Laviolette and
Mario Marchand},
editor = {Francis R. Bach and
David M. Blei},
title = {Algorithms for the Hard Pre-Image Problem of String Kernels and the
General Problem of String Prediction},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2021--2029},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/giguere15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GiguereRLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GlobersonRSY15,
author = {Amir Globerson and
Tim Roughgarden and
David A. Sontag and
Cafer Yildirim},
editor = {Francis R. Bach and
David M. Blei},
title = {How Hard is Inference for Structured Prediction?},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2181--2190},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/globerson15.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GlobersonRSY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GongY15,
author = {Pinghua Gong and
Jieping Ye},
editor = {Francis R. Bach and
David M. Blei},
title = {A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence
Analysis},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {276--284},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gonga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GongY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GongZSTG15,
author = {Mingming Gong and
Kun Zhang and
Bernhard Sch{\"{o}}lkopf and
Dacheng Tao and
Philipp Geiger},
editor = {Francis R. Bach and
David M. Blei},
title = {Discovering Temporal Causal Relations from Subsampled Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1898--1906},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gongb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GongZSTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GornitzBK15,
author = {Nico G{\"{o}}rnitz and
Mikio L. Braun and
Marius Kloft},
editor = {Francis R. Bach and
David M. Blei},
title = {Hidden Markov Anomaly Detection},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1833--1842},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/goernitz15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GornitzBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GouwsBC15,
author = {Stephan Gouws and
Yoshua Bengio and
Greg Corrado},
editor = {Francis R. Bach and
David M. Blei},
title = {BilBOWA: Fast Bilingual Distributed Representations without Word Alignments},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {748--756},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gouws15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GouwsBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorDGRW15,
author = {Karol Gregor and
Ivo Danihelka and
Alex Graves and
Danilo Jimenez Rezende and
Daan Wierstra},
editor = {Francis R. Bach and
David M. Blei},
title = {{DRAW:} {A} Recurrent Neural Network For Image Generation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1462--1471},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gregor15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorDGRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrosseS15,
author = {Roger B. Grosse and
Ruslan Salakhutdinov},
editor = {Francis R. Bach and
David M. Blei},
title = {Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher
Matrix},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2304--2313},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/grosse15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GrosseS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuL15,
author = {Bin Gu and
Charles X. Ling},
editor = {Francis R. Bach and
David M. Blei},
title = {A New Generalized Error Path Algorithm for Model Selection},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2549--2558},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gu15.html},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuanSBMBB15,
author = {Jinyan Guan and
Kyle Simek and
Ernesto Brau and
Clayton T. Morrison and
Emily Butler and
Kobus Barnard},
editor = {Francis R. Bach and
David M. Blei},
title = {Moderated and Drifting Linear Dynamical Systems},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2473--2482},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/guan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuanSBMBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaAGN15,
author = {Suyog Gupta and
Ankur Agrawal and
Kailash Gopalakrishnan and
Pritish Narayanan},
editor = {Francis R. Bach and
David M. Blei},
title = {Deep Learning with Limited Numerical Precision},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1737--1746},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gupta15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuptaAGN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HallakSMM15,
author = {Assaf Hallak and
Fran{\c{c}}ois Schnitzler and
Timothy A. Mann and
Shie Mannor},
editor = {Francis R. Bach and
David M. Blei},
title = {Off-policy Model-based Learning under Unknown Factored Dynamics},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {711--719},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hallak15.html},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HallakSMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanMS15,
author = {Insu Han and
Dmitry Malioutov and
Jinwoo Shin},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-scale log-determinant computation through stochastic Chebyshev
expansions},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {908--917},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hana15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanXA15,
author = {Qiuyi Han and
Kevin S. Xu and
Edoardo M. Airoldi},
editor = {Francis R. Bach and
David M. Blei},
title = {Consistent estimation of dynamic and multi-layer block models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1511--1520},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hanb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanXA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanawalSVM15,
author = {Manjesh Kumar Hanawal and
Venkatesh Saligrama and
Michal Valko and
R{\'{e}}mi Munos},
editor = {Francis R. Bach and
David M. Blei},
title = {Cheap Bandits},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2133--2142},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hanawal15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanawalSVM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HayashiMF15,
author = {Kohei Hayashi and
Shin{-}ichi Maeda and
Ryohei Fujimaki},
editor = {Francis R. Bach and
David M. Blei},
title = {Rebuilding Factorized Information Criterion: Asymptotically Accurate
Marginal Likelihood},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1358--1366},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hayashi15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HayashiMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanLM15,
author = {Elad Hazan and
Roi Livni and
Yishay Mansour},
editor = {Francis R. Bach and
David M. Blei},
title = {Classification with Low Rank and Missing Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {257--266},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hazan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HazanLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeRFGL15,
author = {Xinran He and
Theodoros Rekatsinas and
James R. Foulds and
Lise Getoor and
Yan Liu},
editor = {Francis R. Bach and
David M. Blei},
title = {HawkesTopic: {A} Joint Model for Network Inference and Topic Modeling
from Text-Based Cascades},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {871--880},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/he15.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeRFGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HegdeIS15,
author = {Chinmay Hegde and
Piotr Indyk and
Ludwig Schmidt},
editor = {Francis R. Bach and
David M. Blei},
title = {A Nearly-Linear Time Framework for Graph-Structured Sparsity},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {928--937},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hegde15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HegdeIS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeinrichLS15,
author = {Johannes Heinrich and
Marc Lanctot and
David Silver},
editor = {Francis R. Bach and
David M. Blei},
title = {Fictitious Self-Play in Extensive-Form Games},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {805--813},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/heinrich15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeinrichLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hernandez-Lobato15,
author = {Daniel Hern{\'{a}}ndez{-}Lobato and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {A Probabilistic Model for Dirty Multi-task Feature Selection},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1073--1082},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hernandez-lobatoa15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hernandez-Lobato15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hernandez-Lobato15a,
author = {Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Michael A. Gelbart and
Matthew W. Hoffman and
Ryan P. Adams and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {Predictive Entropy Search for Bayesian Optimization with Unknown Constraints},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1699--1707},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hernandez-lobatob15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hernandez-Lobato15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hernandez-Lobato15b,
author = {Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Ryan P. Adams},
editor = {Francis R. Bach and
David M. Blei},
title = {Probabilistic Backpropagation for Scalable Learning of Bayesian Neural
Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1861--1869},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hernandez-lobatoc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hernandez-Lobato15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangHL15,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Bryan Kian Hsiang Low},
editor = {Francis R. Bach and
David M. Blei},
title = {A Unifying Framework of Anytime Sparse Gaussian Process Regression
Models with Stochastic Variational Inference for Big Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {569--578},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hoang15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoangHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HockingRB15,
author = {Toby Hocking and
Guillem Rigaill and
Guillaume Bourque},
editor = {Francis R. Bach and
David M. Blei},
title = {PeakSeg: constrained optimal segmentation and supervised penalty learning
for peak detection in count data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {324--332},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hocking15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HockingRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HongYKH15,
author = {Seunghoon Hong and
Tackgeun You and
Suha Kwak and
Bohyung Han},
editor = {Francis R. Bach and
David M. Blei},
title = {Online Tracking by Learning Discriminative Saliency Map with Convolutional
Neural Network},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {597--606},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hong15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HongYKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehND15,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {{PU} Learning for Matrix Completion},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2445--2453},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsiehb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehYD15,
author = {Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2370--2379},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsieha15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehYD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuHDX15,
author = {Zhiting Hu and
Qirong Ho and
Avinava Dubey and
Eric P. Xing},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-scale Distributed Dependent Nonparametric Trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1651--1659},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuHDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangGS15,
author = {Ruitong Huang and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
editor = {Francis R. Bach and
David M. Blei},
title = {Deterministic Independent Component Analysis},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2521--2530},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/huangb15.html},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangWSLC15,
author = {Zhiwu Huang and
Ruiping Wang and
Shiguang Shan and
Xianqiu Li and
Xilin Chen},
editor = {Francis R. Bach and
David M. Blei},
title = {Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold
with Application to Image Set Classification},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {720--729},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/huanga15.html},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangWSLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HugginsNSM15,
author = {Jonathan H. Huggins and
Karthik Narasimhan and
Ardavan Saeedi and
Vikash Mansinghka},
editor = {Francis R. Bach and
David M. Blei},
title = {JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {693--701},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hugginsa15.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HugginsNSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HugginsT15,
author = {Jonathan H. Huggins and
Joshua B. Tenenbaum},
editor = {Francis R. Bach and
David M. Blei},
title = {Risk and Regret of Hierarchical Bayesian Learners},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1442--1451},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hugginsb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HugginsT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IoffeS15,
author = {Sergey Ioffe and
Christian Szegedy},
editor = {Francis R. Bach and
David M. Blei},
title = {Batch Normalization: Accelerating Deep Network Training by Reducing
Internal Covariate Shift},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {448--456},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ioffe15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IoffeS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IzbickiS15,
author = {Mike Izbicki and
Christian R. Shelton},
editor = {Francis R. Bach and
David M. Blei},
title = {Faster cover trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1162--1170},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/izbicki15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IzbickiS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JerniteRS15,
author = {Yacine Jernite and
Alexander M. Rush and
David A. Sontag},
editor = {Francis R. Bach and
David M. Blei},
title = {A Fast Variational Approach for Learning Markov Random Field Language
Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2209--2217},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/jernite15.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JerniteRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JewellSB15,
author = {Sean Jewell and
Neil Spencer and
Alexandre Bouchard{-}C{\^{o}}t{\'{e}}},
editor = {Francis R. Bach and
David M. Blei},
title = {Atomic Spatial Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {248--256},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/jewell15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JewellSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangKS15,
author = {Nan Jiang and
Alex Kulesza and
Satinder Singh},
editor = {Francis R. Bach and
David M. Blei},
title = {Abstraction Selection in Model-based Reinforcement Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {179--188},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/jiang15.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiaoV15,
author = {Yunlong Jiao and
Jean{-}Philippe Vert},
editor = {Francis R. Bach and
David M. Blei},
title = {The Kendall and Mallows Kernels for Permutations},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1935--1944},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/jiao15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiaoV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonG15,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Francis R. Bach and
David M. Blei},
title = {Blitz: {A} Principled Meta-Algorithm for Scaling Sparse Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1171--1179},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/johnson15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JozefowiczZS15,
author = {Rafal J{\'{o}}zefowicz and
Wojciech Zaremba and
Ilya Sutskever},
editor = {Francis R. Bach and
David M. Blei},
title = {An Empirical Exploration of Recurrent Network Architectures},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2342--2350},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/jozefowicz15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JozefowiczZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KairouzOV15,
author = {Peter Kairouz and
Sewoong Oh and
Pramod Viswanath},
editor = {Francis R. Bach and
David M. Blei},
title = {The Composition Theorem for Differential Privacy},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1376--1385},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kairouz15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KairouzOV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KandasamySP15,
author = {Kirthevasan Kandasamy and
Jeff G. Schneider and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Francis R. Bach and
David M. Blei},
title = {High Dimensional Bayesian Optimisation and Bandits via Additive Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {295--304},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kandasamy15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KandasamySP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kandemir15,
author = {Melih Kandemir},
editor = {Francis R. Bach and
David M. Blei},
title = {Asymmetric Transfer Learning with Deep Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {730--738},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kandemir15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kandemir15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarN015,
author = {Purushottam Kar and
Harikrishna Narasimhan and
Prateek Jain},
editor = {Francis R. Bach and
David M. Blei},
title = {Surrogate Functions for Maximizing Precision at the Top},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {189--198},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kar15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimXVS15,
author = {Hyunwoo J. Kim and
Jia Xu and
Baba C. Vemuri and
Vikas Singh},
editor = {Francis R. Bach and
David M. Blei},
title = {Manifold-valued Dirichlet Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1199--1208},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kim15.html},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimXVS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KomiyamaHN15,
author = {Junpei Komiyama and
Junya Honda and
Hiroshi Nakagawa},
editor = {Francis R. Bach and
David M. Blei},
title = {Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed
Bandit Problem with Multiple Plays},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1152--1161},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/komiyama15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KomiyamaHN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KordaA15,
author = {Nathaniel Korda and
Prashanth L. A.},
editor = {Francis R. Bach and
David M. Blei},
title = {On {TD(0)} with function approximation: Concentration bounds and a
centered variant with exponential convergence},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {626--634},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/korda15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KordaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KricheneBTB15,
author = {Walid Krichene and
Maximilian Balandat and
Claire J. Tomlin and
Alexandre M. Bayen},
editor = {Francis R. Bach and
David M. Blei},
title = {The Hedge Algorithm on a Continuum},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {824--832},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/krichene15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KricheneBTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KuklianskyS15,
author = {Doron Kukliansky and
Ohad Shamir},
editor = {Francis R. Bach and
David M. Blei},
title = {Attribute Efficient Linear Regression with Distribution-Dependent
Sampling},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {153--161},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kukliansky15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KuklianskyS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KusnerGGW15,
author = {Matt J. Kusner and
Jacob R. Gardner and
Roman Garnett and
Kilian Q. Weinberger},
editor = {Francis R. Bach and
David M. Blei},
title = {Differentially Private Bayesian Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {918--927},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kusnera15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KusnerGGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KusnerSKW15,
author = {Matt J. Kusner and
Yu Sun and
Nicholas I. Kolkin and
Kilian Q. Weinberger},
editor = {Francis R. Bach and
David M. Blei},
title = {From Word Embeddings To Document Distances},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {957--966},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kusnerb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KusnerSKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KvetonSWA15,
author = {Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Zheng Wen and
Azin Ashkan},
editor = {Francis R. Bach and
David M. Blei},
title = {Cascading Bandits: Learning to Rank in the Cascade Model},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {767--776},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/kveton15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KvetonSWA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LakshmananOR15,
author = {K. Lakshmanan and
Ronald Ortner and
Daniil Ryabko},
editor = {Francis R. Bach and
David M. Blei},
title = {Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {524--532},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lakshmanan15.html},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LakshmananOR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeC15,
author = {Tam Le and
Marco Cuturi},
editor = {Francis R. Bach and
David M. Blei},
title = {Unsupervised Riemannian Metric Learning for Histograms Using Aitchison
Transformations},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2002--2011},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/le15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LebretPC15,
author = {R{\'{e}}mi Lebret and
Pedro H. O. Pinheiro and
Ronan Collobert},
editor = {Francis R. Bach and
David M. Blei},
title = {Phrase-based Image Captioning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2085--2094},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lebret15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LebretPC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeR15,
author = {Ching{-}Pei Lee and
Dan Roth},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributed Box-Constrained Quadratic Optimization for Dual Linear
{SVM}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {987--996},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/leea15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeY15,
author = {Taehoon Lee and
Sungroh Yoon},
editor = {Francis R. Bach and
David M. Blei},
title = {Boosted Categorical Restricted Boltzmann Machine for Computational
Prediction of Splice Junctions},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2483--2492},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/leeb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LengWCZL15,
author = {Cong Leng and
Jiaxiang Wu and
Jian Cheng and
Xi Zhang and
Hanqing Lu},
editor = {Francis R. Bach and
David M. Blei},
title = {Hashing for Distributed Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1642--1650},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/leng15.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LengWCZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LesnerS15,
author = {Boris Lesner and
Bruno Scherrer},
editor = {Francis R. Bach and
David M. Blei},
title = {Non-Stationary Approximate Modified Policy Iteration},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1567--1575},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lesner15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LesnerS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiSZ15,
author = {Yujia Li and
Kevin Swersky and
Richard S. Zemel},
editor = {Francis R. Bach and
David M. Blei},
title = {Generative Moment Matching Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1718--1727},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/li15.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LianHRLC15,
author = {Wenzhao Lian and
Ricardo Henao and
Vinayak A. Rao and
Joseph E. Lucas and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {A Multitask Point Process Predictive Model},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2030--2038},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lian15.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LianHRLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangP15,
author = {Dawen Liang and
John W. Paisley},
editor = {Francis R. Bach and
David M. Blei},
title = {Landmarking Manifolds with Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {466--474},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/liang15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LibbrechtHBN15,
author = {Maxwell W. Libbrecht and
Michael M. Hoffman and
Jeff A. Bilmes and
William Stafford Noble},
editor = {Francis R. Bach and
David M. Blei},
title = {Entropic Graph-based Posterior Regularization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1992--2001},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/libbrecht15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LibbrechtHBN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LimCX15,
author = {Shiau Hong Lim and
Yudong Chen and
Huan Xu},
editor = {Francis R. Bach and
David M. Blei},
title = {A Convex Optimization Framework for Bi-Clustering},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1679--1688},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/limb15.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LimCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LimKPJ15,
author = {Woosang Lim and
Minhwan Kim and
Haesun Park and
Kyomin Jung},
editor = {Francis R. Bach and
David M. Blei},
title = {Double Nystr{\"{o}}m Method: An Efficient and Accurate Nystr{\"{o}}m
Scheme for Large-Scale Data Sets},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1367--1375},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lima15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LimKPJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuFFM15,
author = {Chunchen Liu and
Lu Feng and
Ryohei Fujimaki and
Yusuke Muraoka},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Model Selection for Large-Scale Factorial Relational Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1227--1235},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/liub15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuFFM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHW15,
author = {Yan{-}Fu Liu and
Cheng{-}Yu Hsu and
Shan{-}Hung Wu},
editor = {Francis R. Bach and
David M. Blei},
title = {Non-Linear Cross-Domain Collaborative Filtering via Hyper-Structure
Transfer},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1190--1198},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/liua15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuY15,
author = {Hanxiao Liu and
Yiming Yang},
editor = {Francis R. Bach and
David M. Blei},
title = {Bipartite Edge Prediction via Transductive Learning over Product Graphs},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1880--1888},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/liuc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LloydGOR15,
author = {Chris M. Lloyd and
Tom Gunter and
Michael A. Osborne and
Stephen J. Roberts},
editor = {Francis R. Bach and
David M. Blei},
title = {Variational Inference for Gaussian Process Modulated Poisson Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1814--1822},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lloyd15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LloydGOR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LondonHG15,
author = {Ben London and
Bert Huang and
Lise Getoor},
editor = {Francis R. Bach and
David M. Blei},
title = {The Benefits of Learning with Strongly Convex Approximate Inference},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {410--418},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/london15.html},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LondonHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LongC0J15,
author = {Mingsheng Long and
Yue Cao and
Jianmin Wang and
Michael I. Jordan},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Transferable Features with Deep Adaptation Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {97--105},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/long15.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LongC0J15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lopez-PazMST15,
author = {David Lopez{-}Paz and
Krikamol Muandet and
Bernhard Sch{\"{o}}lkopf and
Ilya O. Tolstikhin},
editor = {Francis R. Bach and
David M. Blei},
title = {Towards a Learning Theory of Cause-Effect Inference},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1452--1461},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lopez-paz15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lopez-PazMST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuoXZL15,
author = {Luo Luo and
Yubo Xie and
Zhihua Zhang and
Wu{-}Jun Li},
editor = {Francis R. Bach and
David M. Blei},
title = {Support Matrix Machines},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {938--947},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/luo15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuoXZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaLF15,
author = {Zhuang Ma and
Yichao Lu and
Dean P. Foster},
editor = {Francis R. Bach and
David M. Blei},
title = {Finding Linear Structure in Large Datasets with Scalable Canonical
Correlation Analysis},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {169--178},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/maa15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaLF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaSJJRT15,
author = {Chenxin Ma and
Virginia Smith and
Martin Jaggi and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Francis R. Bach and
David M. Blei},
title = {Adding vs. Averaging in Distributed Primal-Dual Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1973--1982},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/mab15.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaSJJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MacdonaldHH15,
author = {Benn Macdonald and
Catherine F. Higham and
Dirk Husmeier},
editor = {Francis R. Bach and
David M. Blei},
title = {Controversy in mechanistic modelling with Gaussian processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1539--1547},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/macdonald15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MacdonaldHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaclaurinDA15,
author = {Dougal Maclaurin and
David Duvenaud and
Ryan P. Adams},
editor = {Francis R. Bach and
David M. Blei},
title = {Gradient-based Hyperparameter Optimization through Reversible Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2113--2122},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/maclaurin15.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaclaurinDA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaeharaYK15,
author = {Takanori Maehara and
Akihiro Yabe and
Ken{-}ichi Kawarabayashi},
editor = {Francis R. Bach and
David M. Blei},
title = {Budget Allocation Problem with Multiple Advertisers: {A} Game Theoretic
View},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {428--437},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/maehara15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaeharaYK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ManoelKTZ15,
author = {Andre Manoel and
Florent Krzakala and
Eric W. Tramel and
Lenka Zdeborov{\'{a}}},
editor = {Francis R. Bach and
David M. Blei},
title = {Swept Approximate Message Passing for Sparse Estimation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1123--1132},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/manoel15.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ManoelKTZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarietS15,
author = {Zelda Mariet and
Suvrit Sra},
editor = {Francis R. Bach and
David M. Blei},
title = {Fixed-point algorithms for learning determinantal point processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2389--2397},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/mariet15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarietS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartensG15,
author = {James Martens and
Roger B. Grosse},
editor = {Francis R. Bach and
David M. Blei},
title = {Optimizing Neural Networks with Kronecker-factored Approximate Curvature},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2408--2417},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/martens15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MartensG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MatthewCYW15,
author = {Matthew Taddy and
Chun{-}Sheng Chen and
Jun Yu and
Mitch Wyle},
editor = {Francis R. Bach and
David M. Blei},
title = {Bayesian and Empirical Bayesian Forests},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {967--976},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/matthew15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MatthewCYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonROW15,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Cheng Soon Ong and
Bob Williamson},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning from Corrupted Binary Labels via Class-Probability Estimation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {125--134},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/menon15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonROW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MiyauchiIFK15,
author = {Atsushi Miyauchi and
Yuni Iwamasa and
Takuro Fukunaga and
Naonori Kakimura},
editor = {Francis R. Bach and
David M. Blei},
title = {Threshold Influence Model for Allocating Advertising Budgets},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1395--1404},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/miyauchi15.html},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MiyauchiIFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NaessethLS15,
author = {Christian A. Naesseth and
Fredrik Lindsten and
Thomas B. Sch{\"{o}}n},
editor = {Francis R. Bach and
David M. Blei},
title = {Nested Sequential Monte Carlo Methods},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1292--1301},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/naesseth15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NaessethLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NanWS15,
author = {Feng Nan and
Joseph Wang and
Venkatesh Saligrama},
editor = {Francis R. Bach and
David M. Blei},
title = {Feature-Budgeted Random Forest},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1983--1991},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/nan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NanWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanK015,
author = {Harikrishna Narasimhan and
Purushottam Kar and
Prateek Jain},
editor = {Francis R. Bach and
David M. Blei},
title = {Optimizing Non-decomposable Performance Measures: {A} Tale of Two
Classes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {199--208},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/narasimhana15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanK015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanRS015,
author = {Harikrishna Narasimhan and
Harish G. Ramaswamy and
Aadirupa Saha and
Shivani Agarwal},
editor = {Francis R. Bach and
David M. Blei},
title = {Consistent Multiclass Algorithms for Complex Performance Measures},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2398--2407},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/narasimhanb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanRS015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarayanPA15,
author = {Karthik S. Narayan and
Ali Punjani and
Pieter Abbeel},
editor = {Francis R. Bach and
David M. Blei},
title = {Alpha-Beta Divergences Discover Micro and Macro Structures in Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {796--804},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/narayan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarayanPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeyshaburS15,
author = {Behnam Neyshabur and
Nathan Srebro},
editor = {Francis R. Bach and
David M. Blei},
title = {On Symmetric and Asymmetric LSHs for Inner Product Search},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1926--1934},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/neyshabur15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeyshaburS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NishiharaLRPJ15,
author = {Robert Nishihara and
Laurent Lessard and
Benjamin Recht and
Andrew K. Packard and
Michael I. Jordan},
editor = {Francis R. Bach and
David M. Blei},
title = {A General Analysis of the Convergence of {ADMM}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {343--352},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/nishihara15.html},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NishiharaLRPJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NockPF15,
author = {Richard Nock and
Giorgio Patrini and
Arik Friedman},
editor = {Francis R. Bach and
David M. Blei},
title = {Rademacher Observations, Private Data, and Boosting},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {948--956},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/nock15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NockPF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NutiniSLFK15,
author = {Julie Nutini and
Mark Schmidt and
Issam H. Laradji and
Michael P. Friedlander and
Hoyt A. Koepke},
editor = {Francis R. Bach and
David M. Blei},
title = {Coordinate Descent Converges Faster with the Gauss-Southwell Rule
Than Random Selection},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1632--1641},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/nutini15.html},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NutiniSLFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OsadchyHK15,
author = {Margarita Osadchy and
Tamir Hazan and
Daniel Keren},
editor = {Francis R. Bach and
David M. Blei},
title = {K-hyperplane Hinge-Minimax Classifier},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1558--1566},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/osadchy15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OsadchyHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Osogami15,
author = {Takayuki Osogami},
editor = {Francis R. Bach and
David M. Blei},
title = {Robust partially observable Markov decision process},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {106--115},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/osogami15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Osogami15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PachecoS15,
author = {Jason Pacheco and
Erik B. Sudderth},
editor = {Francis R. Bach and
David M. Blei},
title = {Proteins, Particles, and Pseudo-Max-Marginals: {A} Submodular Approach},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2200--2208},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/pacheco15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PachecoS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Papachristoudis15,
author = {Georgios Papachristoudis and
John W. Fisher III},
editor = {Francis R. Bach and
David M. Blei},
title = {Adaptive Belief Propagation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {899--907},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/papachristoudis15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Papachristoudis15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkNZSD15,
author = {Dohyung Park and
Joe Neeman and
Jin Zhang and
Sujay Sanghavi and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {Preference Completion: Large-scale Collaborative Ranking from Pairwise
Comparisons},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1907--1916},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/park15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkNZSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatSPP15,
author = {Julien P{\'{e}}rolat and
Bruno Scherrer and
Bilal Piot and
Olivier Pietquin},
editor = {Francis R. Bach and
David M. Blei},
title = {Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1321--1329},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/perolat15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatSPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerrotH15,
author = {Micha{\"{e}}l Perrot and
Amaury Habrard},
editor = {Francis R. Bach and
David M. Blei},
title = {A Theoretical Analysis of Metric Hypothesis Transfer Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1708--1717},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/perrot15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerrotH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhamRFA15,
author = {Anh T. Pham and
Raviv Raich and
Xiaoli Z. Fern and
Jes{\'{u}}s P{\'{e}}rez Arriaga},
editor = {Francis R. Bach and
David M. Blei},
title = {Multi-instance multi-label learning in the presence of novel class
instances},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2427--2435},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/pham15.html},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PhamRFA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PiechHNPSG15,
author = {Chris Piech and
Jonathan Huang and
Andy Nguyen and
Mike Phulsuksombati and
Mehran Sahami and
Leonidas J. Guibas},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Program Embeddings to Propagate Feedback on Student Code},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1093--1102},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/piech15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PiechHNPSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlessisNS15,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
editor = {Francis R. Bach and
David M. Blei},
title = {Convex Formulation for Learning from Positive and Unlabeled Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1386--1394},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/plessis15.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlessisNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Pouget-AbadieH15,
author = {Jean Pouget{-}Abadie and
Thibaut Horel},
editor = {Francis R. Bach and
David M. Blei},
title = {Inferring Graphs from Cascades: {A} Sparse Recovery Framework},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {977--986},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/pouget-abadie15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Pouget-AbadieH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrasadPR15,
author = {Adarsh Prasad and
Harsh H. Pareek and
Pradeep Ravikumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributional Rank Aggregation, and an Axiomatic Analysis},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2104--2112},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/prasad15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PrasadPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuXHLC15,
author = {Huitong Qiu and
Sheng Xu and
Fang Han and
Han Liu and
Brian Caffo},
editor = {Francis R. Bach and
David M. Blei},
title = {Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed
Vector Autoregressive Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1843--1851},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/qiu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiuXHLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajanHSFJ15,
author = {Purnima Rajan and
Weidong Han and
Raphael Sznitman and
Peter I. Frazier and
Bruno Jedynak},
editor = {Francis R. Bach and
David M. Blei},
title = {Bayesian Multiple Target Localization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1945--1953},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/rajan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RajanHSFJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajkumarGL015,
author = {Arun Rajkumar and
Suprovat Ghoshal and
Lek{-}Heng Lim and
Shivani Agarwal},
editor = {Francis R. Bach and
David M. Blei},
title = {Ranking from Stochastic Pairwise Preferences: Recovering Condorcet
Winners and Tournament Solution Sets at the Top},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {665--673},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/rajkumar15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RajkumarGL015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RalaivolaA15,
author = {Liva Ralaivola and
Massih{-}Reza Amini},
editor = {Francis R. Bach and
David M. Blei},
title = {Entropy-Based Concentration Inequalities for Dependent Variables},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2436--2444},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ralaivola15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RalaivolaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RamaswamyT015,
author = {Harish G. Ramaswamy and
Ambuj Tewari and
Shivani Agarwal},
editor = {Francis R. Bach and
David M. Blei},
title = {Convex Calibrated Surrogates for Hierarchical Classification},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1852--1860},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ramaswamy15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RamaswamyT015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaskuttiM15,
author = {Garvesh Raskutti and
Michael W. Mahoney},
editor = {Francis R. Bach and
David M. Blei},
title = {Statistical and Algorithmic Perspectives on Randomized Sketching for
Ordinary Least-Squares},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {617--625},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/raskutti15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaskuttiM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RegierMMAHLSP15,
author = {Jeffrey Regier and
Andrew C. Miller and
Jon McAuliffe and
Ryan P. Adams and
Matthew D. Hoffman and
Dustin Lang and
David Schlegel and
Prabhat},
editor = {Francis R. Bach and
David M. Blei},
title = {Celeste: Variational inference for a generative model of astronomical
images},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2095--2103},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/regier15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RegierMMAHLSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendeM15,
author = {Danilo Jimenez Rezende and
Shakir Mohamed},
editor = {Francis R. Bach and
David M. Blei},
title = {Variational Inference with Normalizing Flows},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1530--1538},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/rezende15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RichmanM15,
author = {Oran Richman and
Shie Mannor},
editor = {Francis R. Bach and
David M. Blei},
title = {Dynamic Sensing: Better Classification under Acquisition Constraints},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {267--275},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/richman15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RichmanM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Romera-ParedesT15,
author = {Bernardino Romera{-}Paredes and
Philip H. S. Torr},
editor = {Francis R. Bach and
David M. Blei},
title = {An embarrassingly simple approach to zero-shot learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2152--2161},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/romera-paredes15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Romera-ParedesT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaRO15,
author = {Christopher De Sa and
Christopher R{\'{e}} and
Kunle Olukotun},
editor = {Francis R. Bach and
David M. Blei},
title = {Global Convergence of Stochastic Gradient Descent for Some Non-convex
Matrix Problems},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2332--2341},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sa15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SaRO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalimansKW15,
author = {Tim Salimans and
Diederik P. Kingma and
Max Welling},
editor = {Francis R. Bach and
David M. Blei},
title = {Markov Chain Monte Carlo and Variational Inference: Bridging the Gap},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1218--1226},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/salimans15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SalimansKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SamoR15,
author = {Yves{-}Laurent Kom Samo and
Stephen J. Roberts},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Nonparametric Bayesian Inference on Point Processes with
Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2227--2236},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/samo15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SamoR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchaulHGS15,
author = {Tom Schaul and
Daniel Horgan and
Karol Gregor and
David Silver},
editor = {Francis R. Bach and
David M. Blei},
title = {Universal Value Function Approximators},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1312--1320},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/schaul15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchaulHGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScholkopfHWFJSP15,
author = {Bernhard Sch{\"{o}}lkopf and
David W. Hogg and
Dun Wang and
Daniel Foreman{-}Mackey and
Dominik Janzing and
Carl{-}Johann Simon{-}Gabriel and
Jonas Peters},
editor = {Francis R. Bach and
David M. Blei},
title = {Removing systematic errors for exoplanet search via latent causes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2218--2226},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/scholkopf15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScholkopfHWFJSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchulmanLAJM15,
author = {John Schulman and
Sergey Levine and
Pieter Abbeel and
Michael I. Jordan and
Philipp Moritz},
editor = {Francis R. Bach and
David M. Blei},
title = {Trust Region Policy Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1889--1897},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/schulman15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchulmanLAJM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SerrurierP15,
author = {Mathieu Serrurier and
Henri Prade},
editor = {Francis R. Bach and
David M. Blei},
title = {Entropy evaluation based on confidence intervals of frequency estimates
: Application to the learning of decision trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1576--1584},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/serrurier15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SerrurierP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShahKG15,
author = {Amar Shah and
David A. Knowles and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {An Empirical Study of Stochastic Variational Inference Algorithms
for the Beta Bernoulli Process},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1594--1603},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/shahb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShahKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShahZP15,
author = {Nihar B. Shah and
Dengyong Zhou and
Yuval Peres},
editor = {Francis R. Bach and
David M. Blei},
title = {Approval Voting and Incentives in Crowdsourcing},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {10--19},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/shaha15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShahZP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShajarisalesJSB15,
author = {Naji Shajarisales and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf and
Michel Besserve},
editor = {Francis R. Bach and
David M. Blei},
title = {Telling cause from effect in deterministic linear dynamical systems},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {285--294},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/shajarisales15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShajarisalesJSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shamir15,
author = {Ohad Shamir},
editor = {Francis R. Bach and
David M. Blei},
title = {A Stochastic {PCA} and {SVD} Algorithm with an Exponential Convergence
Rate},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {144--152},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/shamir15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shamir15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SharmaKD15,
author = {Dravyansh Sharma and
Ashish Kapoor and
Amit Deshpande},
editor = {Francis R. Bach and
David M. Blei},
title = {On Greedy Maximization of Entropy},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1330--1338},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sharma15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SharmaKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShethWK15,
author = {Rishit Sheth and
Yuyang Wang and
Roni Khardon},
editor = {Francis R. Bach and
David M. Blei},
title = {Sparse Variational Inference for Generalized {GP} Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1302--1311},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sheth15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShethWK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SibonyCJ15,
author = {Eric Sibony and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
J{\'{e}}r{\'{e}}mie Jakubowicz},
editor = {Francis R. Bach and
David M. Blei},
title = {MRA-based Statistical Learning from Incomplete Rankings},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1432--1441},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sibony15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SibonyCJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SnoekRSKSSPPA15,
author = {Jasper Snoek and
Oren Rippel and
Kevin Swersky and
Ryan Kiros and
Nadathur Satish and
Narayanan Sundaram and
Md. Mostofa Ali Patwary and
Prabhat and
Ryan P. Adams},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Bayesian Optimization Using Deep Neural Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2171--2180},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/snoek15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SnoekRSKSSPPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sohl-DicksteinW15,
author = {Jascha Sohl{-}Dickstein and
Eric A. Weiss and
Niru Maheswaranathan and
Surya Ganguli},
editor = {Francis R. Bach and
David M. Blei},
title = {Deep Unsupervised Learning using Nonequilibrium Thermodynamics},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2256--2265},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sohl-dickstein15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sohl-DicksteinW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Soltanmohammadi15,
author = {Erfan Soltanmohammadi and
Mort Naraghi{-}Pour and
Mihaela van der Schaar},
editor = {Francis R. Bach and
David M. Blei},
title = {Context-based Unsupervised Data Fusion for Decision Making},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2076--2084},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/soltanmohammadi15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Soltanmohammadi15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SrivastavaMS15,
author = {Nitish Srivastava and
Elman Mansimov and
Ruslan Salakhutdinov},
editor = {Francis R. Bach and
David M. Blei},
title = {Unsupervised Learning of Video Representations using LSTMs},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {843--852},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/srivastava15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SrivastavaMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SteinhardtL15,
author = {Jacob Steinhardt and
Percy Liang},
editor = {Francis R. Bach and
David M. Blei},
title = {Reified Context Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1043--1052},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/steinhardta15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SteinhardtL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SteinhardtL15a,
author = {Jacob Steinhardt and
Percy Liang},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Fast-Mixing Models for Structured Prediction},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1063--1072},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/steinhardtb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SteinhardtL15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuiGBK15,
author = {Yanan Sui and
Alkis Gotovos and
Joel W. Burdick and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Safe Exploration for Optimization with Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {997--1005},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sui15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuiGBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunLXB15,
author = {Jiangwen Sun and
Jin Lu and
Tingyang Xu and
Jinbo Bi},
editor = {Francis R. Bach and
David M. Blei},
title = {Multi-view Sparse Co-clustering via Proximal Alternating Linearized
Minimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {757--766},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sunb15.html},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunLXB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunQW15,
author = {Ju Sun and
Qing Qu and
John Wright},
editor = {Francis R. Bach and
David M. Blei},
title = {Complete Dictionary Recovery Using Nonconvex Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2351--2360},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sund15.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunQW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunSK15,
author = {Tao Sun and
Daniel Sheldon and
Akshat Kumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Message Passing for Collective Graphical Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {853--861},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sunc15.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunWKM15,
author = {Ke Sun and
Jun Wang and
Alexandros Kalousis and
St{\'{e}}phane Marchand{-}Maillet},
editor = {Francis R. Bach and
David M. Blei},
title = {Information Geometry and Minimum Description Length Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {49--58},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/suna15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunWKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Suzuki15,
author = {Taiji Suzuki},
editor = {Francis R. Bach and
David M. Blei},
title = {Convergence rate of Bayesian tensor estimator and its minimax optimality},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1273--1282},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/suzuki15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Suzuki15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SwaminathanJ15,
author = {Adith Swaminathan and
Thorsten Joachims},
editor = {Francis R. Bach and
David M. Blei},
title = {Counterfactual Risk Minimization: Learning from Logged Bandit Feedback},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {814--823},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/swaminathan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SwaminathanJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SzorenyiBWH15,
author = {Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and
R{\'{o}}bert Busa{-}Fekete and
Paul Weng and
Eyke H{\"{u}}llermeier},
editor = {Francis R. Bach and
David M. Blei},
title = {Qualitative Multi-Armed Bandits: {A} Quantile-Based Approach},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1660--1668},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/szorenyi15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SzorenyiBWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TagortiS15,
author = {Manel Tagorti and
Bruno Scherrer},
editor = {Francis R. Bach and
David M. Blei},
title = {On the Rate of Convergence and Error Bounds for LSTD({\textbackslash}({\textbackslash}lambda{\textbackslash}))},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1521--1529},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tagorti15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TagortiS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangS15,
author = {Gongguo Tang and
Parikshit Shah},
editor = {Francis R. Bach and
David M. Blei},
title = {Guaranteed Tensor Decomposition: {A} Moment Approach},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1491--1500},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tanga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangSX15,
author = {Qingming Tang and
Siqi Sun and
Jinbo Xu},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Scale-Free Networks by Dynamic Node Specific Degree Prior},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2247--2255},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tangb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanseyPSR15,
author = {Wesley Tansey and
Oscar Hernan {Madrid Padilla} and
Arun Sai Suggala and
Pradeep Ravikumar},
editor = {Francis R. Bach and
David M. Blei},
title = {Vector-Space Markov Random Fields via Exponential Families},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {684--692},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tansey15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TanseyPSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TewariC15,
author = {Ambuj Tewari and
Sougata Chaudhuri},
editor = {Francis R. Bach and
David M. Blei},
title = {Generalization error bounds for learning to rank: Does the length
of document lists matter?},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {315--323},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tewari15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TewariC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TheisH15,
author = {Lucas Theis and
Matthew D. Hoffman},
editor = {Francis R. Bach and
David M. Blei},
title = {A trust-region method for stochastic variational inference with applications
to streaming data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2503--2511},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/theis15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TheisH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThomasTG15,
author = {Philip S. Thomas and
Georgios Theocharous and
Mohammad Ghavamzadeh},
editor = {Francis R. Bach and
David M. Blei},
title = {High Confidence Policy Improvement},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2380--2388},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/thomas15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThomasTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TraskGR15,
author = {Andrew Trask and
David Gilmore and
Matthew Russell},
editor = {Francis R. Bach and
David M. Blei},
title = {Modeling Order in Neural Word Embeddings at Scale},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2266--2275},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/trask15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TraskGR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TristanTS15,
author = {Jean{-}Baptiste Tristan and
Joseph Tassarotti and
Guy L. Steele Jr.},
editor = {Francis R. Bach and
David M. Blei},
title = {Efficient Training of {LDA} on a {GPU} by Mean-for-Mode Estimation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {59--68},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/tristan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TristanTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UbaruMS15,
author = {Shashanka Ubaru and
Arya Mazumdar and
Yousef Saad},
editor = {Francis R. Bach and
David M. Blei},
title = {Low Rank Approximation using Error Correcting Coding Matrices},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {702--710},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/ubaru15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UbaruMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VanseijenS15,
author = {Harm Vanseijen and
Richard S. Sutton},
editor = {Francis R. Bach and
David M. Blei},
title = {A Deeper Look at Planning as Learning from Replay},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2314--2322},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/vanseijen15.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VanseijenS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VirtanenG15,
author = {Seppo Virtanen and
Mark A. Girolami},
editor = {Francis R. Bach and
David M. Blei},
title = {Ordinal Mixed Membership Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {588--596},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/virtanen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VirtanenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangALB15,
author = {Weiran Wang and
Raman Arora and
Karen Livescu and
Jeff A. Bilmes},
editor = {Francis R. Bach and
David M. Blei},
title = {On Deep Multi-View Representation Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1083--1092},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wangb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangALB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangFS15,
author = {Yu{-}Xiang Wang and
Stephen E. Fienberg and
Alexander J. Smola},
editor = {Francis R. Bach and
David M. Blei},
title = {Privacy for Free: Posterior Sampling and Stochastic Gradient Monte
Carlo},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2493--2502},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wangg15.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLWC15,
author = {Yi Wang and
Bin Li and
Yang Wang and
Fang Chen},
editor = {Francis R. Bach and
David M. Blei},
title = {Metadata Dependent Mondrian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1339--1347},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wangd15.html},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWLCW15,
author = {Yu Wang and
David P. Wipf and
Qing Ling and
Wei Chen and
Ian J. Wassell},
editor = {Francis R. Bach and
David M. Blei},
title = {Multi-Task Learning for Subspace Segmentation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1209--1217},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wangc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangWLCW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWS15,
author = {Yining Wang and
Yu{-}Xiang Wang and
Aarti Singh},
editor = {Francis R. Bach and
David M. Blei},
title = {A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced
Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1422--1431},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wange15.html},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangY15,
author = {Jie Wang and
Jieping Ye},
editor = {Francis R. Bach and
David M. Blei},
title = {Safe Screening for Multi-Task Feature Learning with Multiple Data
Matrices},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1747--1756},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wangf15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZ15,
author = {Yining Wang and
Jun Zhu},
editor = {Francis R. Bach and
David M. Blei},
title = {DP-space: Bayesian Nonparametric Subspace Clustering with Small-variance
Asymptotics},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {862--870},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wanga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiIB15,
author = {Kai Wei and
Rishabh K. Iyer and
Jeff A. Bilmes},
editor = {Francis R. Bach and
David M. Blei},
title = {Submodularity in Data Subset Selection and Active Learning},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1954--1963},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wei15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiIB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeissN15,
author = {Roi Weiss and
Boaz Nadler},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Parametric-Output HMMs with Two Aliased States},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {635--644},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/weiss15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeissN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenKA15,
author = {Zheng Wen and
Branislav Kveton and
Azin Ashkan},
editor = {Francis R. Bach and
David M. Blei},
title = {Efficient Learning in Large-Scale Combinatorial Semi-Bandits},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1113--1122},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenKA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilsonN15,
author = {Andrew Gordon Wilson and
Hannes Nickisch},
editor = {Francis R. Bach and
David M. Blei},
title = {Kernel Interpolation for Scalable Structured Gaussian Processes {(KISS-GP)}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1775--1784},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wilson15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilsonN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WinnerBS15,
author = {Kevin Winner and
Garrett Bernstein and
Daniel Sheldon},
editor = {Francis R. Bach and
David M. Blei},
title = {Inference in a Partially Observed Queuing Model with Applications
in Ecology},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2512--2520},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/winner15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WinnerBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuGS15,
author = {Yifan Wu and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
editor = {Francis R. Bach and
David M. Blei},
title = {On Identifying Good Options under Combinatorially Structured Feedback
in Finite Noisy Environments},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1283--1291},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wub15.html},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuS15,
author = {Yuanbin Wu and
Shiliang Sun},
editor = {Francis R. Bach and
David M. Blei},
title = {An Online Learning Algorithm for Bilinear Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {890--898},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/wua15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaoBBFER15,
author = {Huang Xiao and
Battista Biggio and
Gavin Brown and
Giorgio Fumera and
Claudia Eckert and
Fabio Roli},
editor = {Francis R. Bach and
David M. Blei},
title = {Is Feature Selection Secure against Training Data Poisoning?},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1689--1698},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xiao15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiaoBBFER15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XinW15,
author = {Bo Xin and
David P. Wipf},
editor = {Francis R. Bach and
David M. Blei},
title = {Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic
{PCA}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {419--427},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xin15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XinW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuBKCCSZB15,
author = {Kelvin Xu and
Jimmy Ba and
Ryan Kiros and
Kyunghyun Cho and
Aaron C. Courville and
Ruslan Salakhutdinov and
Richard S. Zemel and
Yoshua Bengio},
editor = {Francis R. Bach and
David M. Blei},
title = {Show, Attend and Tell: Neural Image Caption Generation with Visual
Attention},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2048--2057},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xuc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuBKCCSZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuJZ15,
author = {Miao Xu and
Rong Jin and
Zhi{-}Hua Zhou},
editor = {Francis R. Bach and
David M. Blei},
title = {{CUR} Algorithm for Partially Observed Matrices},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1412--1421},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xua15.html},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuRYLJ15,
author = {Li Xu and
Jimmy S. J. Ren and
Qiong Yan and
Renjie Liao and
Jiaya Jia},
editor = {Francis R. Bach and
David M. Blei},
title = {Deep Edge-Aware Filters},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1669--1678},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xub15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuRYLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yang0JZ15,
author = {Tianbao Yang and
Lijun Zhang and
Rong Jin and
Shenghuo Zhu},
editor = {Francis R. Bach and
David M. Blei},
title = {An Explicit Sampling Dependent Spectral Error Bound for Column Subset
Selection},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {135--143},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yanga15.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Yang0JZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yang0JZ15a,
author = {Tianbao Yang and
Lijun Zhang and
Rong Jin and
Shenghuo Zhu},
editor = {Francis R. Bach and
David M. Blei},
title = {Theory of Dual-sparse Regularized Randomized Reduction},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {305--314},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yangb15.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Yang0JZ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangRV15,
author = {Congyuan Yang and
Daniel P. Robinson and
Ren{\'{e}} Vidal},
editor = {Francis R. Bach and
David M. Blei},
title = {Sparse Subspace Clustering with Missing Entries},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2463--2472},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yangf15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangX15,
author = {Wenzhuo Yang and
Huan Xu},
editor = {Francis R. Bach and
David M. Blei},
title = {A Unified Framework for Outlier-Robust PCA-like Algorithms},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {484--493},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yangc15.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangX15a,
author = {Wenzhuo Yang and
Huan Xu},
editor = {Francis R. Bach and
David M. Blei},
title = {Streaming Sparse Principal Component Analysis},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {494--503},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yangd15.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangX15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangX15b,
author = {Wenzhuo Yang and
Huan Xu},
editor = {Francis R. Bach and
David M. Blei},
title = {A Divide and Conquer Framework for Distributed Graph Clustering},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {504--513},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yange15.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangX15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLZRD15,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Kai Zhong and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture
Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2418--2426},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YiCP15,
author = {Xinyang Yi and
Constantine Caramanis and
Eric Price},
editor = {Francis R. Bach and
David M. Blei},
title = {Binary Embedding: Fundamental Limits and Fast Algorithm},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2162--2170},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yi15.html},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YiCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YogatamaFDS15,
author = {Dani Yogatama and
Manaal Faruqui and
Chris Dyer and
Noah A. Smith},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Word Representations with Hierarchical Sparse Coding},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {87--96},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yogatama15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YogatamaFDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YouV15,
author = {Chong You and
Ren{\'{e}} Vidal},
editor = {Francis R. Bach and
David M. Blei},
title = {Geometric Conditions for Subspace-Sparse Recovery},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1585--1593},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/you15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YouV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuB15,
author = {Jiaqian Yu and
Matthew B. Blaschko},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning Submodular Losses with the Lovasz Hinge},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1623--1631},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yub15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuCL15,
author = {Rose Yu and
Dehua Cheng and
Yan Liu},
editor = {Francis R. Bach and
David M. Blei},
title = {Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal
Streams},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {238--247},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yua15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuanHTLC15,
author = {Xin Yuan and
Ricardo Henao and
Ephraim Tsalik and
Raymond Langley and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1254--1263},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yuan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuanHTLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangL15,
author = {Yuchen Zhang and
Xiao Lin},
editor = {Francis R. Bach and
David M. Blei},
title = {Stochastic Primal-Dual Coordinate Method for Regularized Empirical
Risk Minimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {353--361},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhanga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangL15a,
author = {Yuchen Zhang and
Xiao Lin},
editor = {Francis R. Bach and
David M. Blei},
title = {DiSCO: Distributed Optimization for Self-Concordant Empirical Loss},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {362--370},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhangb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangL15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangP15,
author = {Aonan Zhang and
John W. Paisley},
editor = {Francis R. Bach and
David M. Blei},
title = {Markov Mixed Membership Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {475--483},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhangd15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangWJ15,
author = {Yuchen Zhang and
Martin J. Wainwright and
Michael I. Jordan},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms
and Lower Bounds},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {457--465},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhangc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangWJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoMP15,
author = {Han Zhao and
Mazen Melibari and
Pascal Poupart},
editor = {Francis R. Bach and
David M. Blei},
title = {On the Relationship between Sum-Product Networks and Bayesian Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {116--124},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaoc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoYZL15,
author = {Peilin Zhao and
Jinwei Yang and
Tong Zhang and
Ping Li},
editor = {Francis R. Bach and
David M. Blei},
title = {Adaptive Stochastic Alternating Direction Method of Multipliers},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {69--77},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaob15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoYZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoZ15,
author = {Peilin Zhao and
Tong Zhang},
editor = {Francis R. Bach and
David M. Blei},
title = {Stochastic Optimization with Importance Sampling for Regularized Loss
Minimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1--9},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaoa15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouZ15,
author = {Qiang Zhou and
Qi Zhao},
editor = {Francis R. Bach and
David M. Blei},
title = {Safe Subspace Screening for Nuclear Norm Regularized Least Squares
Problems},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1103--1112},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhoua15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouZS15,
author = {Zirui Zhou and
Qi Zhang and
Anthony Man{-}Cho So},
editor = {Francis R. Bach and
David M. Blei},
title = {{\textbackslash}({\textbackslash}ell{\_}\{1, p\}{\textbackslash})-Norm
Regularization: Error Bounds and Convergence Rate Analysis of First-Order
Methods},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1501--1510},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhoub15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuE15,
author = {Michael Zhu and
Stefano Ermon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Hybrid Approach for Probabilistic Inference using Random Projections},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2039--2047},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhuc15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuG15,
author = {Rongda Zhu and
Quanquan Gu},
editor = {Francis R. Bach and
David M. Blei},
title = {Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {739--747},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhua15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuSG15,
author = {Xiaodan Zhu and
Parinaz Sobhani and
Hongyu Guo},
editor = {Francis R. Bach and
David M. Blei},
title = {Long Short-Term Memory Over Recursive Structures},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1604--1612},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhub15.html},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZukW15,
author = {Or Zuk and
Avishai Wagner},
editor = {Francis R. Bach and
David M. Blei},
title = {Low-Rank Matrix Recovery from Row-and-Column Affine Measurements},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2012--2020},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zuk15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZukW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2015,
editor = {Francis R. Bach and
David M. Blei},
title = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-04-26 23:29 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
