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@inproceedings{DBLP:conf/aistats/Ailon14,
author = {Nir Ailon},
title = {Improved Bounds for Online Learning Over the Permutahedron and Other
Ranking Polytopes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {29--37},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ailon14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Ailon14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AksoylarS14,
author = {Cem Aksoylar and
Venkatesh Saligrama},
title = {Information-Theoretic Characterization of Sparse Recovery},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {38--46},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/aksoylar14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AksoylarS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BajwaDC14,
author = {Waheed U. Bajwa and
Marco F. Duarte and
A. Robert Calderbank},
title = {Average Case Analysis of High-Dimensional Block-Sparse Recovery and
Regression for Arbitrary Designs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {57--67},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/bajwa14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BajwaDC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BalcanB14,
author = {Maria{-}Florina Balcan and
Christopher Berlind},
title = {A New Perspective on Learning Linear Separators with Large {\textbackslash}(L{\_}qL{\_}p{\textbackslash})
Margins},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {68--76},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/balcan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BalcanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BargiXGP14,
author = {Ava Bargi and
Richard Yi Da Xu and
Zoubin Ghahramani and
Massimo Piccardi},
title = {A Non-parametric Conditional Factor Regression Model for Multi-Dimensional
Input and Response},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {77--85},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/bargi14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BargiXGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BeginGLR14,
author = {Luc B{\'{e}}gin and
Pascal Germain and
Fran{\c{c}}ois Laviolette and
Jean{-}Francis Roy},
title = {PAC-Bayesian Theory for Transductive Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {105--113},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/begin14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BeginGLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BergJM14,
author = {Jeremias Berg and
Matti J{\"{a}}rvisalo and
Brandon M. Malone},
title = {Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {86--95},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/berg14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BergJM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BlanchardS14,
author = {Gilles Blanchard and
Clayton Scott},
title = {Decontamination of Mutually Contaminated Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1--9},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/blanchard14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BlanchardS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BlondelKU14,
author = {Mathieu Blondel and
Yotaro Kubo and
Naonori Ueda},
title = {Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization
and Completion},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {96--104},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/blondel14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BlondelKU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Carreira-PerpinanW14,
author = {Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n and
Weiran Wang},
title = {Distributed optimization of deeply nested systems},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {10--19},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/carreira-perpinan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Carreira-PerpinanW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenP14,
author = {Eunice Yuh{-}Jie Chen and
Judea Pearl},
title = {Random Bayesian networks with bounded indegree},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {114--121},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/chen14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenYZ14,
author = {Jianhui Chen and
Tianbao Yang and
Shenghuo Zhu},
title = {Efficient Low-Rank Stochastic Gradient Descent Methods for Solving
Semidefinite Programs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {122--130},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/chen14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CohnSD14,
author = {Robert Cohn and
Satinder Singh and
Edmund H. Durfee},
title = {Characterizing EVOI-Sufficient k-Response Query Sets in Decision Problems},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {131--139},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/cohn14.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CohnSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Crammer14,
author = {Koby Crammer},
title = {Doubly Aggressive Selective Sampling Algorithms for Classification},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {140--148},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/crammer14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Crammer14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DaviesRHMH14,
author = {Vinny Davies and
Richard E. Reeve and
William T. Harvey and
Francois F. Maree and
Dirk Husmeier},
title = {Sparse Bayesian Variable Selection for the Identification of Antigenic
Variability in the Foot-and-Mouth Disease Virus},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {149--158},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/davies14.html},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DaviesRHMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Dicker14,
author = {Lee H. Dicker},
title = {Sparsity and the truncated {\textbackslash}(l2{\textbackslash})-norm},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {159--166},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/dicker14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Dicker14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DingJHP14,
author = {Xinghao Ding and
Yiyong Jiang and
Yue Huang and
John W. Paisley},
title = {Pan-sharpening with a Bayesian nonparametric dictionary learning model},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {176--184},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ding14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DingJHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DingRIS14,
author = {Weicong Ding and
Mohammad H. Rohban and
Prakash Ishwar and
Venkatesh Saligrama},
title = {Efficient Distributed Topic Modeling with Provable Guarantees},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {167--175},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ding14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DingRIS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuBoisBWS14,
author = {Christopher DuBois and
Anoop Korattikara Balan and
Max Welling and
Padhraic Smyth},
title = {Approximate Slice Sampling for Bayesian Posterior Inference},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {185--193},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/dubois14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DuBoisBWS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuranteD14,
author = {Daniele Durante and
David B. Dunson},
title = {Bayesian Logistic Gaussian Process Models for Dynamic Networks},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {194--201},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/durante14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DuranteD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuvenaudRAG14,
author = {David Duvenaud and
Oren Rippel and
Ryan P. Adams and
Zoubin Ghahramani},
title = {Avoiding pathologies in very deep networks},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {202--210},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/duvenaud14.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DuvenaudRAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DworkinKX14,
author = {Lili Dworkin and
Michael J. Kearns and
Lirong Xia},
title = {Efficient Inference for Complex Queries on Complex Distributions},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {211--219},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/dworkin14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DworkinKX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DzunicF14,
author = {Zoran Dzunic and
John W. Fisher III},
title = {Bayesian Switching Interaction Analysis Under Uncertainty},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {220--228},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/dzunic14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DzunicF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EggelingRMG14,
author = {Ralf Eggeling and
Teemu Roos and
Petri Myllym{\"{a}}ki and
Ivo Grosse},
title = {Robust learning of inhomogeneous PMMs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {229--237},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/eggeling14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EggelingRMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EtoFMT14,
author = {Riki Eto and
Ryohei Fujimaki and
Satoshi Morinaga and
Hiroshi Tamano},
title = {Fully-Automatic Bayesian Piecewise Sparse Linear Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {238--246},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/eto14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EtoFMT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaneHJ14,
author = {Andreea Gane and
Tamir Hazan and
Tommi S. Jaakkola},
title = {Learning with Maximum A-Posteriori Perturbation Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {247--256},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/gane14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaneHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GiesenLK14,
author = {Joachim Giesen and
S{\"{o}}ren Laue and
Lars Kuehne},
title = {Sketching the Support of a Probability Measure},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {257--265},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/giesen14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GiesenLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GoesZAL14,
author = {John Goes and
Teng Zhang and
Raman Arora and
Gilad Lerman},
title = {Robust Stochastic Principal Component Analysis},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {266--274},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/goes14.html},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/GoesZAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GopalanRRB14,
author = {Prem Gopalan and
Francisco J. R. Ruiz and
Rajesh Ranganath and
David M. Blei},
title = {Bayesian Nonparametric Poisson Factorization for Recommendation Systems},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {275--283},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/gopalan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GopalanRRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GornitzPBSBMK14,
author = {Nico G{\"{o}}rnitz and
Anne Porbadnigk and
Alexander Binder and
Claudia Sannelli and
Mikio L. Braun and
Klaus{-}Robert M{\"{u}}ller and
Marius Kloft},
title = {Learning and Evaluation in Presence of Non-i.i.d. Label Noise},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {293--302},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/gornitz14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GornitzPBSBMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Guzman-RiveraKBR14,
author = {Abner Guzm{\'{a}}n{-}Rivera and
Pushmeet Kohli and
Dhruv Batra and
Rob A. Rutenbar},
title = {Efficiently Enforcing Diversity in Multi-Output Structured Prediction},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {284--292},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/guzman-rivera14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Guzman-RiveraKBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HajiGhassemiD14,
author = {Nooshin HajiGhassemi and
Marc Peter Deisenroth},
title = {Analytic Long-Term Forecasting with Periodic Gaussian Processes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {303--311},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hajighassemi14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HajiGhassemiD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HayashiK14,
author = {Takahiro Hayashi and
Manabu Kuroki},
title = {On Estimating Causal Effects based on Supplemental Variables},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {312--319},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hayashi14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HayashiK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeZ14,
author = {Peng He and
Changshui Zhang},
title = {Non-Asymptotic Analysis of Relational Learning with One Network},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {320--327},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/he14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeZ14a,
author = {Peng He and
Changshui Zhang},
title = {Exploiting the Limits of Structure Learning via Inherent Symmetry},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {328--337},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/he14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeZ14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeinsS14,
author = {Kevin Heins and
Hal S. Stern},
title = {A Statistical Model for Event Sequence Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {338--346},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/heins14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeinsS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HennigH14,
author = {Philipp Hennig and
S{\o}ren Hauberg},
title = {Probabilistic Solutions to Differential Equations and their Application
to Riemannian Statistics},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {347--355},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hennig14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HennigH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HensmanZL14,
author = {James Hensman and
Max Zwiessele and
Neil D. Lawrence},
title = {Tilted Variational Bayes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {356--364},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hensman14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HensmanZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HoffmanSF14,
author = {Matthew W. Hoffman and
Bobak Shahriari and
Nando de Freitas},
title = {On correlation and budget constraints in model-based bandit optimization
with application to automatic machine learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {365--374},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hoffman14.html},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HoffmanSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HondaT14,
author = {Junya Honda and
Akimichi Takemura},
title = {Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {375--383},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/honda14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HondaT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HonorioJ14,
author = {Jean Honorio and
Tommi S. Jaakkola},
title = {Tight Bounds for the Expected Risk of Linear Classifiers and PAC-Bayes
Finite-Sample Guarantees},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {384--392},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/honorio14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HonorioJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuRCWC14,
author = {Changwei Hu and
Eunsu Ryu and
David E. Carlson and
Yingjian Wang and
Lawrence Carin},
title = {Latent Gaussian Models for Topic Modeling},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {393--401},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuRCWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangS14,
author = {Ruitong Huang and
Csaba Szepesv{\'{a}}ri},
title = {A Finite-Sample Generalization Bound for Semiparametric Regression:
Partially Linear Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {402--410},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/huang14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IwataNT14,
author = {Satoru Iwata and
Yuji Nakatsukasa and
Akiko Takeda},
title = {Global Optimization Methods for Extended Fisher Discriminant Analysis},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {411--419},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/iwata14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IwataNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IzbickiLS14,
author = {Rafael Izbicki and
Ann B. Lee and
Chad Schafer},
title = {High-Dimensional Density Ratio Estimation with Extensions to Approximate
Likelihood Computation},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {420--429},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/izbicki14.html},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/IzbickiLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JavdaniCKKBS14,
author = {Shervin Javdani and
Yuxin Chen and
Amin Karbasi and
Andreas Krause and
Drew Bagnell and
Siddhartha S. Srinivasa},
title = {Near Optimal Bayesian Active Learning for Decision Making},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {430--438},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/javdani14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JavdaniCKKBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JensenF14,
author = {Shane T. Jensen and
Dean P. Foster},
title = {A Level-set Hit-and-run Sampler for Quasi-Concave Distributions},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {439--447},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/jensen14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JensenF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Kaban14,
author = {Ata Kab{\'{a}}n},
title = {New Bounds on Compressive Linear Least Squares Regression},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {448--456},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kaban14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Kaban14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KanagawaF14,
author = {Motonobu Kanagawa and
Kenji Fukumizu},
title = {Recovering Distributions from Gaussian {RKHS} Embeddings},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {457--465},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kanagawa14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KanagawaF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KapiciogluRSJ14,
author = {Berk Kapicioglu and
David S. Rosenberg and
Robert E. Schapire and
Tony Jebara},
title = {Collaborative Ranking for Local Preferences},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {466--474},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kapicioglu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KapiciogluRSJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KaserSHG14,
author = {Tanja K{\"{a}}ser and
Alexander G. Schwing and
Tamir Hazan and
Markus H. Gross},
title = {Computational Education using Latent Structured Prediction},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {540--548},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kaser14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KaserSHG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KaskiC14,
author = {Samuel Kaski and
Jukka Corander},
title = {Preface},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {i--iv},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kaski14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KaskiC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhanKS14,
author = {Mohammad Emtiyaz Khan and
Young{-}Jun Ko and
Matthias W. Seeger},
title = {Scalable Collaborative Bayesian Preference Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {475--483},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/khan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhanKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimC14,
author = {Yong{-}Deok Kim and
Seungjin Choi},
title = {Scalable Variational Bayesian Matrix Factorization with Side Information},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {493--502},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kim14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimDS14,
author = {Do{-}kyum Kim and
Matthew F. Der and
Lawrence K. Saul},
title = {A Gaussian Latent Variable Model for Large Margin Classification of
Labeled and Unlabeled Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {484--492},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kim14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KiralyE14,
author = {Franz J. Kir{\'{a}}ly and
Martin Ehler},
title = {Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval
at the Identifiability Threshold},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {503--511},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kiraly14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KiralyE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KivinenWH14,
author = {Jyri J. Kivinen and
Christopher K. I. Williams and
Nicolas Heess},
title = {Visual Boundary Prediction: {A} Deep Neural Prediction Network and
Quality Dissection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {512--521},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kivinen14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KivinenWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KuleszaRS14,
author = {Alex Kulesza and
N. Raj Rao and
Satinder Singh},
title = {Low-Rank Spectral Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {522--530},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kulesza14.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KuleszaRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KumarBHX14,
author = {Abhimanu Kumar and
Alex Beutel and
Qirong Ho and
Eric P. Xing},
title = {Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on
Big Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {531--539},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kumar14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KumarBHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LangHS14,
author = {Dustin Lang and
David W. Hogg and
Bernhard Sch{\"{o}}lkopf},
title = {Towards building a Crowd-Sourced Sky Map},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {549--557},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/lang14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LangHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeC14,
author = {Juho Lee and
Seungjin Choi},
title = {Incremental Tree-Based Inference with Dependent Normalized Random
Measures},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {558--566},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/lee14.html},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LeeC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LefakisF14,
author = {Leonidas Lefakis and
Fran{\c{c}}ois Fleuret},
title = {Jointly Informative Feature Selection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {567--575},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/lefakis14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LefakisF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuZBP14,
author = {Jie Liu and
Chunming Zhang and
Elizabeth S. Burnside and
David Page},
title = {Learning Heterogeneous Hidden Markov Random Fields},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {576--584},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/liu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuZBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LondonHTG14,
author = {Ben London and
Bert Huang and
Ben Taskar and
Lise Getoor},
title = {PAC-Bayesian Collective Stability},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {585--594},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/london14.html},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LondonHTG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaGS14,
author = {Yifei Ma and
Roman Garnett and
Jeff G. Schneider},
title = {Active Area Search via Bayesian Quadrature},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {595--603},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ma14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MajiHJ14,
author = {Subhransu Maji and
Tamir Hazan and
Tommi S. Jaakkola},
title = {Active Boundary Annotation using Random {MAP} Perturbations},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {604--613},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/maji14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MajiHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MinNCG14,
author = {Martin Renqiang Min and
Xia Ning and
Chao Cheng and
Mark Gerstein},
title = {Interpretable Sparse High-Order Boltzmann Machines},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {614--622},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/min14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MinNCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MladenovKG14,
author = {Martin Mladenov and
Kristian Kersting and
Amir Globerson},
title = {Efficient Lifting of {MAP} {LP} Relaxations Using k-Locality},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {623--632},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/mladenov14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MladenovKG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MoellerRVS14,
author = {John Moeller and
Parasaran Raman and
Suresh Venkatasubramanian and
Avishek Saha},
title = {A Geometric Algorithm for Scalable Multiple Kernel Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {633--642},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/moeller14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MoellerRVS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MohanP14,
author = {Karthika Mohan and
Judea Pearl},
title = {On the Testability of Models with Missing Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {643--650},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/mohan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MohanP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MoroshkoC14,
author = {Edward Moroshko and
Koby Crammer},
title = {Selective Sampling with Drift},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {651--659},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/moroshko14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MoroshkoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakajimaS14,
author = {Shinichi Nakajima and
Masashi Sugiyama},
title = {Analysis of Empirical {MAP} and Empirical Partially Bayes: Can They
be Alternatives to Variational Bayes?},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {20--28},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/nakajima14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakajimaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NeiswangerWX14,
author = {Willie Neiswanger and
Frank D. Wood and
Eric P. Xing},
title = {The Dependent Dirichlet Process Mixture of Objects for Detection-free
Tracking and Object Modeling},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {660--668},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/neiswanger14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NeiswangerWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NohSLPPL14,
author = {Yung{-}Kyun Noh and
Masashi Sugiyama and
Song Liu and
Marthinus Christoffel du Plessis and
Frank Chongwoo Park and
Daniel D. Lee},
title = {Bias Reduction and Metric Learning for Nearest-Neighbor Estimation
of Kullback-Leibler Divergence},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {669--677},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/noh14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NohSLPPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NoyC14,
author = {Asaf Noy and
Koby Crammer},
title = {Robust Forward Algorithms via PAC-Bayes and Laplace Distributions},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {678--686},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/noy14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NoyC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OatesM14,
author = {Chris J. Oates and
Sach Mukherjee},
title = {Joint Structure Learning of Multiple Non-Exchangeable Networks},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {687--695},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/oates14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OatesM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ObermeyerGJ14,
author = {Fritz Obermeyer and
Jonathan Glidden and
Eric Jonas},
title = {Scaling Nonparametric Bayesian Inference via Subsample-Annealing},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {696--705},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/obermeyer14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ObermeyerGJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OlivaNPSX14,
author = {Junier B. Oliva and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Eric P. Xing},
title = {Fast Distribution To Real Regression},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {706--714},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/oliva14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OlivaNPSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OlivaPVSSYT14,
author = {Junier B. Oliva and
Barnab{\'{a}}s P{\'{o}}czos and
Timothy D. Verstynen and
Aarti Singh and
Jeff G. Schneider and
Fang{-}Cheng Yeh and
Wen{-}Yih Isaac Tseng},
title = {FuSSO: Functional Shrinkage and Selection Operator},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {715--723},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/oliva14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OlivaPVSSYT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PachecoHZL14,
author = {Ricardo Andrade Pacheco and
James Hensman and
Max Zwiessele and
Neil D. Lawrence},
title = {Hybrid Discriminative-Generative Approach with Gaussian Processes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {47--56},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/andradepacheco14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PachecoHZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PandeyD14,
author = {Gaurav Pandey and
Ambedkar Dukkipati},
title = {To go deep or wide in learning?},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {724--732},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/pandey14.html},
timestamp = {Thu, 16 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/PandeyD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkCG14,
author = {Yubin Park and
Carlos Carvalho and
Joydeep Ghosh},
title = {{LAMORE:} {A} Stable, Scalable Approach to Latent Vector Autoregressive
Modeling of Categorical Time Series},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {733--742},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/park14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkerE14,
author = {Jon Parker and
Hans Engler},
title = {Spoofing Large Probability Mass Functions to Improve Sampling Times
and Reduce Memory Costs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {743--750},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/parker14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkerE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParviainenFL14,
author = {Pekka Parviainen and
Hossein Shahrabi Farahani and
Jens Lagergren},
title = {Learning Bounded Tree-width Bayesian Networks using Integer Linear
Programming},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {751--759},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/parviainen14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParviainenFL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PaskovMH14,
author = {Hristo S. Paskov and
John C. Mitchell and
Trevor J. Hastie},
title = {An Efficient Algorithm for Large Scale Compressive Feature Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {760--768},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/paskov14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PaskovMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PeltolaJV14,
author = {Tomi Peltola and
Pasi Jyl{\"{a}}nki and
Aki Vehtari},
title = {Expectation Propagation for Likelihoods Depending on an Inner Product
of Two Multivariate Random Variables},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {769--777},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/peltola14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PeltolaJV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PenaSN14,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Dag Sonntag and
Jens Dalgaard Nielsen},
title = {An inclusion optimal algorithm for chain graph structure learning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {778--786},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/pena14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PenaSN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Picheny14,
author = {Victor Picheny},
title = {A Stepwise uncertainty reduction approach to constrained global optimization},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {787--795},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/picheny14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Picheny14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QianSC14,
author = {Jing Qian and
Venkatesh Saligrama and
Yuting Chen},
title = {Connected Sub-graph Detection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {796--804},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/qian14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QianSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RamdasPSW14,
author = {Aaditya Ramdas and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {An Analysis of Active Learning with Uniform Feature Noise},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {805--813},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ramdas14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RamdasPSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RanganathGB14,
author = {Rajesh Ranganath and
Sean Gerrish and
David M. Blei},
title = {Black Box Variational Inference},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {814--822},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ranganath14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RanganathGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RasiwasiaMMA14,
author = {Nikhil Rasiwasia and
Dhruv Mahajan and
Vijay Mahadevan and
Gaurav Aggarwal},
title = {Cluster Canonical Correlation Analysis},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {823--831},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/rasiwasia14.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RasiwasiaMMA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RaykarA14,
author = {Vikas C. Raykar and
Priyanka Agrawal},
title = {Sequential crowdsourced labeling as an epsilon-greedy exploration
in a Markov Decision Process},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {832--840},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/raykar14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RaykarA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RosenfeldMTG14,
author = {Nir Rosenfeld and
Ofer Meshi and
Daniel Tarlow and
Amir Globerson},
title = {Learning Structured Models with the {AUC} Loss and Its Generalizations},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {841--849},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/rosenfeld14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RosenfeldMTG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SandersonS14,
author = {Tyler Sanderson and
Clayton Scott},
title = {Class Proportion Estimation with Application to Multiclass Anomaly
Rejection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {850--858},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/sanderson14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SandersonS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SarkhelVSG14,
author = {Somdeb Sarkhel and
Deepak Venugopal and
Parag Singla and
Vibhav Gogate},
title = {Lifted {MAP} Inference for Markov Logic Networks},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {859--867},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/sarkhel14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SarkhelVSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SasakiGSH14,
author = {Hiroaki Sasaki and
Michael Gutmann and
Hayaru Shouno and
Aapo Hyv{\"{a}}rinen},
title = {Estimating Dependency Structures for non-Gaussian Components with
Linear and Energy Correlations},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {868--876},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/sasaki14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SasakiGSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShahWG14,
author = {Amar Shah and
Andrew Gordon Wilson and
Zoubin Ghahramani},
title = {Student-t Processes as Alternatives to Gaussian Processes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {877--885},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/shah14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShahWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Shrivastava014,
author = {Anshumali Shrivastava and
Ping Li},
title = {In Defense of Minhash over Simhash},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {886--894},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/shrivastava14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Shrivastava014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SmithG14,
author = {David B. Smith and
Vibhav Gogate},
title = {Loopy Belief Propagation in the Presence of Determinism},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {895--903},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/smith14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SmithG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SolinS14,
author = {Arno Solin and
Simo S{\"{a}}rkk{\"{a}}},
title = {Explicit Link Between Periodic Covariance Functions and State Space
Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {904--912},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/solin14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SolinS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StathopoulosZJG14,
author = {Vassilios Stathopoulos and
Veronica Zamora{-}Gutierrez and
Kate E. Jones and
Mark A. Girolami},
title = {Bat Call Identification with Gaussian Process Multinomial Probit Regression
and a Dynamic Time Warping Kernel},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {913--921},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/stathopoulos14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StathopoulosZJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SteortsHF14,
author = {Rebecca C. Steorts and
Rob Hall and
Stephen E. Fienberg},
title = {{SMERED:} {A} Bayesian Approach to Graphical Record Linkage and De-duplication},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {922--930},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/steorts14.html},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SteortsHF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunZX14,
author = {Siqi Sun and
Yuancheng Zhu and
Jinbo Xu},
title = {Adaptive Variable Clustering in Gaussian Graphical Models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {931--939},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/sun14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunZX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TalukdarC14,
author = {Partha Pratim Talukdar and
William W. Cohen},
title = {Scaling Graph-based Semi Supervised Learning to Large Number of Labels
Using Count-Min Sketch},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {940--947},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/talukdar14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TalukdarC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VatsB14,
author = {Divyanshu Vats and
Richard G. Baraniuk},
title = {Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse
Regression},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {948--957},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/vats14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VatsB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VatsNB14,
author = {Divyanshu Vats and
Robert D. Nowak and
Richard G. Baraniuk},
title = {Active Learning for Undirected Graphical Model Selection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {958--967},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/vats14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VatsNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VladymyrovC14,
author = {Max Vladymyrov and
Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n},
title = {Linear-time training of nonlinear low-dimensional embeddings},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {968--977},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/vladymyrov14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VladymyrovC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangFCB14,
author = {Huahua Wang and
Farideh Fazayeli and
Soumyadeep Chatterjee and
Arindam Banerjee},
title = {Gaussian Copula Precision Estimation with Missing Values},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {978--986},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wang14a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangFCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangSJF14,
author = {Ziyu Wang and
Babak Shakibi and
Lin Jin and
Nando de Freitas},
title = {Bayesian Multi-Scale Optimistic Optimization},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1005--1014},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wang14d.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangSJF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangTS14,
author = {Joseph Wang and
Kirill Trapeznikov and
Venkatesh Saligrama},
title = {An {LP} for Sequential Learning Under Budgets},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {987--995},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wang14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangTS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZ14,
author = {Shusen Wang and
Zhihua Zhang},
title = {Efficient Algorithms and Error Analysis for the Modified Nystrom Method},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {996--1004},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wang14c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Wilkinson14,
author = {Richard Wilkinson},
title = {Accelerating {ABC} methods using Gaussian processes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1015--1023},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wilkinson14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Wilkinson14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WoodMM14,
author = {Frank D. Wood and
Jan{-}Willem van de Meent and
Vikash Mansinghka},
title = {A New Approach to Probabilistic Programming Inference},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1024--1032},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wood14.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WoodMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XueFS14,
author = {Shan Xue and
Alan Fern and
Daniel Sheldon},
title = {Dynamic Resource Allocation for Optimizing Population Diffusion},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1033--1041},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/xue14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XueFS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangBRAL14,
author = {Eunho Yang and
Yulia Baker and
Pradeep Ravikumar and
Genevera I. Allen and
Zhandong Liu},
title = {Mixed Graphical Models via Exponential Families},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1042--1050},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yang14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangBRAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangHA14,
author = {Justin Yang and
Christina Han and
Edoardo M. Airoldi},
title = {Nonparametric estimation and testing of exchangeable graph models},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1060--1067},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yang14c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangHA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangHG14,
author = {Lingfeng Yang and
Pat Hanrahan and
Noah D. Goodman},
title = {Generating Efficient {MCMC} Kernels from Probabilistic Programs},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1068--1076},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yang14d.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangHG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangHIL14,
author = {Juemin Yang and
Fang Han and
Rafael A. Irizarry and
Han Liu},
title = {Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic
Studies},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1051--1059},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yang14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangHIL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YogatamaM14,
author = {Dani Yogatama and
Gideon Mann},
title = {Efficient Transfer Learning Method for Automatic Hyperparameter Tuning},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1077--1085},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/yogatama14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YogatamaM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhongK14,
author = {Wenliang Zhong and
James Tin{-}Yau Kwok},
title = {Accelerated Stochastic Gradient Method for Composite Regularization},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1086--1094},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/zhong14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhongK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouTPT14,
author = {Joey Tianyi Zhou and
Ivor W. Tsang and
Sinno Jialin Pan and
Mingkui Tan},
title = {Heterogeneous Domain Adaptation for Multiple Classes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {1095--1103},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/zhou14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouTPT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2014,
title = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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