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@inproceedings{DBLP:conf/colt/AbrahamAKS13,
author = {Ittai Abraham and
Omar Alonso and
Vasilis Kandylas and
Aleksandrs Slivkins},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {882--910},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Abraham13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AbrahamAKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AcharyaJOS13,
author = {Jayadev Acharya and
Ashkan Jafarpour and
Alon Orlitsky and
Ananda Theertha Suresh},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Optimal Probability Estimation with Applications to Prediction and
Classification},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {764--796},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Acharya13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AcharyaJOS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Agarwal13,
author = {Shivani Agarwal},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Surrogate Regret Bounds for the Area Under the {ROC} Curve via Strongly
Proper Losses},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {338--353},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Agarwal13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Agarwal13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarGHK13,
author = {Animashree Anandkumar and
Rong Ge and
Daniel J. Hsu and
Sham M. Kakade},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A Tensor Spectral Approach to Learning Mixed Membership Community
Models},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {867--881},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Anandkumar13.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarGHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnavaHMS13,
author = {Oren Anava and
Elad Hazan and
Shie Mannor and
Ohad Shamir},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Online Learning for Time Series Prediction},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {172--184},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Anava13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnavaHMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AndersonGR13,
author = {Joseph Anderson and
Navin Goyal and
Luis Rademacher},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Efficient Learning of Simplices},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1020--1045},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Anderson13.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AndersonGR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AndrewBLLMRW13,
author = {Lachlan L. H. Andrew and
Siddharth Barman and
Katrina Ligett and
Minghong Lin and
Adam Meyerson and
Alan Roytman and
Adam Wierman},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A Tale of Two Metrics: Simultaneous Bounds on Competitiveness and
Regret},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {741--763},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Andrew13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AndrewBLLMRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AwasthiFK13,
author = {Pranjal Awasthi and
Vitaly Feldman and
Varun Kanade},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Learning Using Local Membership Queries},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {398--431},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Awasthi13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AwasthiFK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bach13,
author = {Francis R. Bach},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Sharp analysis of low-rank kernel matrix approximations},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {185--209},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bach13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Bach13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanL13,
author = {Maria{-}Florina Balcan and
Philip M. Long},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Active and passive learning of linear separators under log-concave
distributions},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {288--316},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Balcan13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalcanL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettGHHK13,
author = {Peter L. Bartlett and
Peter Gr{\"{u}}nwald and
Peter Harremo{\"{e}}s and
Fares Hedayati and
Wojciech Kotlowski},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Horizon-Independent Optimal Prediction with Log-Loss in Exponential
Families},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {639--661},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bartlett13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettGHHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bartok13,
author = {G{\'{a}}bor Bart{\'{o}}k},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A near-optimal algorithm for finite partial-monitoring games against
adversarial opponents},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {696--710},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bartok13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Bartok13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BelkinRV13,
author = {Mikhail Belkin and
Luis Rademacher and
James R. Voss},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Blind Signal Separation in the Presence of Gaussian Noise},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {270--287},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Belkin13.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BelkinRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BernsteinMS13,
author = {Andrey Bernstein and
Shie Mannor and
Nahum Shimkin},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Opportunistic Strategies for Generalized No-Regret Problems},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {158--171},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bernstein13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BernsteinMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BerthetR13,
author = {Quentin Berthet and
Philippe Rigollet},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Complexity Theoretic Lower Bounds for Sparse Principal Component Detection},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1046--1066},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Berthet13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BerthetR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BubeckPR13,
author = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Bounded regret in stochastic multi-armed bandits},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {122--134},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bubeck13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BubeckPR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChiangLL13,
author = {Chao{-}Kai Chiang and
Chia{-}Jung Lee and
Chi{-}Jen Lu},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Beating Bandits in Gradually Evolving Worlds},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {210--227},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Chiang13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChiangLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Choi13,
author = {Sung{-}Soon Choi},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Polynomial Time Optimal Query Algorithms for Finding Graphs with Arbitrary
Real Weights},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {797--818},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Choi13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Choi13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DanielyH13,
author = {Amit Daniely and
Tom Helbertal},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {The price of bandit information in multiclass online classification},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {93--104},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Daniely13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DanielyH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DasguptaS13,
author = {Sanjoy Dasgupta and
Kaushik Sinha},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Randomized partition trees for exact nearest neighbor search},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {317--337},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Dasgupta13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DasguptaS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DevroyeLN13,
author = {Luc Devroye and
G{\'{a}}bor Lugosi and
Gergely Neu},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Prediction by random-walk perturbation},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {460--473},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Devroye13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DevroyeLN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FeldmanKV13,
author = {Vitaly Feldman and
Pravesh Kothari and
Jan Vondr{\'{a}}k},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Representation, Approximation and Learning of Submodular Functions
Using Low-rank Decision Trees},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {711--740},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Feldman13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FeldmanKV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GentileHP13,
author = {Claudio Gentile and
Mark Herbster and
Stephen Pasteris},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Online Similarity Prediction of Networked Data from Known and Unknown
Graphs},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {662--695},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Gentile13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GentileHP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GoferCGM13,
author = {Eyal Gofer and
Nicol{\`{o}} Cesa{-}Bianchi and
Claudio Gentile and
Yishay Mansour},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Regret Minimization for Branching Experts},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {618--638},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Gofer13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GoferCGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HanRS13,
author = {Wei Han and
Alexander Rakhlin and
Karthik Sridharan},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Competing With Strategies},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {966--992},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Han13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HanRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HardtM13,
author = {Moritz Hardt and
Ankur Moitra},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Algorithms and Hardness for Robust Subspace Recovery},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {354--375},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Hardt13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HardtM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hutter13,
author = {Marcus Hutter},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Sparse Adaptive Dirichlet-Multinomial-like Processes},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {432--459},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Hutter13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hutter13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KaneKM13,
author = {Daniel M. Kane and
Adam R. Klivans and
Raghu Meka},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Learning Halfspaces Under Log-Concave Densities: Polynomial Approximations
and Moment Matching},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {522--545},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Kane13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KaneKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KaufmannK13,
author = {Emilie Kaufmann and
Shivaram Kalyanakrishnan},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Information Complexity in Bandit Subset Selection},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {228--251},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Kaufmann13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KaufmannK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KoolenNW13,
author = {Wouter M. Koolen and
Jiazhong Nie and
Manfred K. Warmuth},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Learning a set of directions},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {851--866},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Koolen13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KoolenNW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Koren13,
author = {Tomer Koren},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Fast Stochastic Exp-Concave Optimization},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1073--1075},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Koren13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Koren13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LiJT13,
author = {Cheng Li and
Wenxin Jiang and
Martin A. Tanner},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {General Oracle Inequalities for Gibbs Posterior with Application to
Ranking},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {512--521},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Li13.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LiJT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LivniS13,
author = {Roi Livni and
Pierre Simon},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Honest Compressions and Their Application to Compression Schemes},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {77--92},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Livni13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LivniS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MahdaviJ13,
author = {Mehrdad Mahdavi and
Rong Jin},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Passive Learning with Target Risk},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {252--269},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Mahdavi13.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/MahdaviJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Minsker13,
author = {Stanislav Minsker},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Estimation of Extreme Values and Associated Level Sets of a Regression
Function via Selective Sampling},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {105--121},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Minsker13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Minsker13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/NieWVZ13,
author = {Jiazhong Nie and
Manfred K. Warmuth and
S. V. N. Vishwanathan and
Xinhua Zhang},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Lower bounds for Boosting with Hadamard Matrices},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1076--1079},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Nie13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/NieWVZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PerchetM13,
author = {Vianney Perchet and
Shie Mannor},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Approachability, fast and slow},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {474--488},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Perchet13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/PerchetM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PontilM13,
author = {Massimiliano Pontil and
Andreas Maurer},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Excess risk bounds for multitask learning with trace norm regularization},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {55--76},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Pontil13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/PontilM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RakhlinS13,
author = {Alexander Rakhlin and
Karthik Sridharan},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Online Learning with Predictable Sequences},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {993--1019},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Rakhlin13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/RakhlinS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ScottBH13,
author = {Clayton Scott and
Gilles Blanchard and
Gregory Handy},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Classification with Asymmetric Label Noise: Consistency and Maximal
Denoising},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {489--511},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Scott13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ScottBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SeldinCB13,
author = {Yevgeny Seldin and
Koby Crammer and
Peter L. Bartlett},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Open Problem: Adversarial Multiarmed Bandits with Limited Advice},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1067--1072},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Seldin13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SeldinCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Shamir13,
author = {Ohad Shamir},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {On the Complexity of Bandit and Derivative-Free Stochastic Convex
Optimization},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {3--24},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Shamir13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Shamir13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Telgarsky13,
author = {Matus Telgarsky},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Boosting with the Logistic Loss is Consistent},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {911--965},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Telgarsky13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Telgarsky13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ThakurtaS13,
author = {Abhradeep Thakurta and
Adam D. Smith},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Differentially Private Feature Selection via Stability Arguments,
and the Robustness of the Lasso},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {819--850},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Guha13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ThakurtaS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/UrnerWB13,
author = {Ruth Urner and
Sharon Wulff and
Shai Ben{-}David},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {{PLAL:} Cluster-based active learning},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {376--397},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Urner13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/UrnerWB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/VandermeulenS13,
author = {Robert A. Vandermeulen and
Clayton D. Scott},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Consistency of Robust Kernel Density Estimators},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {568--591},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Vandermeulen13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/VandermeulenS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WangWLHL13,
author = {Yining Wang and
Liwei Wang and
Yuanzhi Li and
Di He and
Tie{-}Yan Liu},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A Theoretical Analysis of {NDCG} Type Ranking Measures},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {25--54},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Wang13.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/WangWLHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WoodruffZ13,
author = {David P. Woodruff and
Qin Zhang},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Subspace Embeddings and {\textbackslash}({\textbackslash}ell{\_}p{\textbackslash})-Regression
Using Exponential Random Variables},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {546--567},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Woodruff13.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/WoodruffZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/X13,
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Preface},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {1--2},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Shalev13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/X13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangDW13,
author = {Yuchen Zhang and
John C. Duchi and
Martin J. Wainwright},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Divide and Conquer Kernel Ridge Regression},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {592--617},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Zhang13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ZhangDW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangMJYZ13,
author = {Lijun Zhang and
Mehrdad Mahdavi and
Rong Jin and
Tianbao Yang and
Shenghuo Zhu},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Recovering the Optimal Solution by Dual Random Projection},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {135--157},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Zhang13a.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ZhangMJYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2013,
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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