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@inproceedings{DBLP:conf/colt/AbernethyBR07,
author = {Jacob D. Abernethy and
Peter L. Bartlett and
Alexander Rakhlin},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Multitask Learning with Expert Advice},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {484--498},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_35},
doi = {10.1007/978-3-540-72927-3\_35},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/AbernethyBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AngluinACR07,
author = {Dana Angluin and
James Aspnes and
Jiang Chen and
Lev Reyzin},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Large-Alphabet and Analog Circuits with Value Injection Queries},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {51--65},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_6},
doi = {10.1007/978-3-540-72927-3\_6},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AngluinACR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ArlotBR07,
author = {Sylvain Arlot and
Gilles Blanchard and
{\'{E}}tienne Roquain},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Resampling-Based Confidence Regions and Multiple Tests for a Correlated
Random Vector},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {127--141},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_11},
doi = {10.1007/978-3-540-72927-3\_11},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ArlotBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AuerOS07,
author = {Peter Auer and
Ronald Ortner and
Csaba Szepesv{\'{a}}ri},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Improved Rates for the Stochastic Continuum-Armed Bandit Problem},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {454--468},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_33},
doi = {10.1007/978-3-540-72927-3\_33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/AuerOS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanBBCLS07,
author = {Maria{-}Florina Balcan and
Nikhil Bansal and
Alina Beygelzimer and
Don Coppersmith and
John Langford and
Gregory B. Sorkin},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Robust Reductions from Ranking to Classification},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {604--619},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_43},
doi = {10.1007/978-3-540-72927-3\_43},
timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BalcanBBCLS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanBZ07,
author = {Maria{-}Florina Balcan and
Andrei Z. Broder and
Tong Zhang},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Margin Based Active Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {35--50},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_5},
doi = {10.1007/978-3-540-72927-3\_5},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalcanBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BelloniFV07,
author = {Alexandre Belloni and
Robert M. Freund and
Santosh S. Vempala},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {An Efficient Re-scaled Perceptron Algorithm for Conic Systems},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {393--408},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_29},
doi = {10.1007/978-3-540-72927-3\_29},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BelloniFV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Ben-DavidPS07,
author = {Shai Ben{-}David and
D{\'{a}}vid P{\'{a}}l and
Hans Ulrich Simon},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Stability of \emph{k} -Means Clustering},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {20--34},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_4},
doi = {10.1007/978-3-540-72927-3\_4},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Ben-DavidPS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlanchardF07,
author = {Gilles Blanchard and
Fran{\c{c}}ois Fleuret},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Occam's Hammer},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {112--126},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_10},
doi = {10.1007/978-3-540-72927-3\_10},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BlanchardF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlumB07,
author = {Avrim Blum and
Maria{-}Florina Balcan},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Open Problems in Efficient Semi-supervised {PAC} Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {622--624},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_45},
doi = {10.1007/978-3-540-72927-3\_45},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BlumB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BuneaTW07,
author = {Florentina Bunea and
Alexandre B. Tsybakov and
Marten H. Wegkamp},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Sparse Density Estimation with \emph{l}\({}_{\mbox{1}}\) Penalties},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {530--543},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_38},
doi = {10.1007/978-3-540-72927-3\_38},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BuneaTW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CarlucciCJ07,
author = {Lorenzo Carlucci and
John Case and
Sanjay Jain},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Correction Grammars},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {203--217},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_16},
doi = {10.1007/978-3-540-72927-3\_16},
timestamp = {Wed, 16 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CarlucciCJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CaseM07,
author = {John Case and
Samuel E. Moelius},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {U-Shaped, Iterative, and Iterative-with-Counter Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {172--186},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_14},
doi = {10.1007/978-3-540-72927-3\_14},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CaseM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CastroN07,
author = {Rui M. Castro and
Robert D. Nowak},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Minimax Bounds for Active Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {5--19},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_3},
doi = {10.1007/978-3-540-72927-3\_3},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CastroN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CortesKM07,
author = {Corinna Cortes and
Leonid Kontorovich and
Mehryar Mohri},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Languages with Rational Kernels},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {349--364},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_26},
doi = {10.1007/978-3-540-72927-3\_26},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CortesKM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DalalyanT07,
author = {Arnak S. Dalalyan and
Alexandre B. Tsybakov},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Aggregation by Exponential Weighting and Sharp Oracle Inequalities},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {97--111},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_9},
doi = {10.1007/978-3-540-72927-3\_9},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DalalyanT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DasguptaH07,
author = {Sanjoy Dasgupta and
Daniel J. Hsu},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {On-Line Estimation with the Multivariate Gaussian Distribution},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {278--292},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_21},
doi = {10.1007/978-3-540-72927-3\_21},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DasguptaH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/El-YanivP07,
author = {Ran El{-}Yaniv and
Dmitry Pechyony},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Transductive Rademacher Complexity and Its Applications},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {157--171},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_13},
doi = {10.1007/978-3-540-72927-3\_13},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/El-YanivP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Even-DarKMW07,
author = {Eyal Even{-}Dar and
Michael J. Kearns and
Yishay Mansour and
Jennifer Wortman},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Regret to the Best vs. Regret to the Average},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {233--247},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_18},
doi = {10.1007/978-3-540-72927-3\_18},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Even-DarKMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GuhaIM07,
author = {Sudipto Guha and
Piotr Indyk and
Andrew McGregor},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Sketching Information Divergences},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {424--438},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_31},
doi = {10.1007/978-3-540-72927-3\_31},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GuhaIM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hanneke07,
author = {Steve Hanneke},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Teaching Dimension and the Complexity of Active Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {66--81},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_7},
doi = {10.1007/978-3-540-72927-3\_7},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Hanneke07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanM07,
author = {Elad Hazan and
Nimrod Megiddo},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Online Learning with Prior Knowledge},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {499--513},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_36},
doi = {10.1007/978-3-540-72927-3\_36},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HazanM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HelmboldW07,
author = {David P. Helmbold and
Manfred K. Warmuth},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Permutations with Exponential Weights},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {469--483},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_34},
doi = {10.1007/978-3-540-72927-3\_34},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HelmboldW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Hutter07,
author = {Marcus Hutter},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {The Loss Rank Principle for Model Selection},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {589--603},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_42},
doi = {10.1007/978-3-540-72927-3\_42},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Hutter07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/JainS07,
author = {Sanjay Jain and
Frank Stephan},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Mitotic Classes},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {218--232},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_17},
doi = {10.1007/978-3-540-72927-3\_17},
timestamp = {Wed, 16 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/JainS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KakadeF07,
author = {Sham M. Kakade and
Dean P. Foster},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Multi-view Regression Via Canonical Correlation Analysis},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {82--96},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_8},
doi = {10.1007/978-3-540-72927-3\_8},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KakadeF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kalai07,
author = {Adam Tauman Kalai},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Nested Halfspaces and Uphill Decision Trees},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {378--392},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_28},
doi = {10.1007/978-3-540-72927-3\_28},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Kalai07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KalnishkanVV07,
author = {Yuri Kalnishkan and
Vladimir Vovk and
Michael V. Vyugin},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Generalised Entropy and Asymptotic Complexities of Languages},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {293--307},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_22},
doi = {10.1007/978-3-540-72927-3\_22},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KalnishkanVV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KananiM07,
author = {Pallika H. Kanani and
Andrew McCallum},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Resource-Bounded Information Gathering for Correlation Clustering},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {625--627},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_46},
doi = {10.1007/978-3-540-72927-3\_46},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KananiM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KlivansS07,
author = {Adam R. Klivans and
Alexander A. Sherstov},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {A Lower Bound for Agnostically Learning Disjunctions},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {409--423},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_30},
doi = {10.1007/978-3-540-72927-3\_30},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KlivansS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Lecue07,
author = {Guillaume Lecu{\'{e}}},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Suboptimality of Penalized Empirical Risk Minimization in Classification},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {142--156},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_12},
doi = {10.1007/978-3-540-72927-3\_12},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Lecue07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LiHC07,
author = {Ping Li and
Trevor Hastie and
Kenneth Ward Church},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Nonlinear Estimators and Tail Bounds for Dimension Reduction in \emph{l}
\({}_{\mbox{1}}\) Using Cauchy Random Projections},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {514--529},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_37},
doi = {10.1007/978-3-540-72927-3\_37},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LiHC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/List07,
author = {Nikolas List},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Generalized SMO-Style Decomposition Algorithms},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {365--377},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_27},
doi = {10.1007/978-3-540-72927-3\_27},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/List07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ListHSS07,
author = {Nikolas List and
Don R. Hush and
Clint Scovel and
Ingo Steinwart},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Gaps in Support Vector Optimization},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {336--348},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_25},
doi = {10.1007/978-3-540-72927-3\_25},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ListHSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LorenzMS07,
author = {Julian Lorenz and
Martin Marciniszyn and
Angelika Steger},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Observational Learning in Random Networks},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {574--588},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_41},
doi = {10.1007/978-3-540-72927-3\_41},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LorenzMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LugosiMS07,
author = {G{\'{a}}bor Lugosi and
Shie Mannor and
Gilles Stoltz},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Strategies for Prediction Under Imperfect Monitoring},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {248--262},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_19},
doi = {10.1007/978-3-540-72927-3\_19},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LugosiMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MeloR07,
author = {Francisco S. Melo and
M. Isabel Ribeiro},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {\emph{Q} -Learning with Linear Function Approximation},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {308--322},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_23},
doi = {10.1007/978-3-540-72927-3\_23},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MeloR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Ron07,
author = {Dana Ron},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Property Testing: {A} Learning Theory Perspective},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {1--2},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_1},
doi = {10.1007/978-3-540-72927-3\_1},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Ron07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RossetSSZ07,
author = {Saharon Rosset and
Grzegorz Swirszcz and
Nathan Srebro and
Ji Zhu},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {\emph{l}\({}_{\mbox{1}}\) Regularization in Infinite Dimensional Feature
Spaces},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {544--558},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_39},
doi = {10.1007/978-3-540-72927-3\_39},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/RossetSSZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SabatoS07,
author = {Sivan Sabato and
Shai Shalev{-}Shwartz},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Prediction by Categorical Features: Generalization Properties and
Application to Feature Ranking},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {559--573},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_40},
doi = {10.1007/978-3-540-72927-3\_40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SabatoS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchulteLG07,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Mind Change Optimal Learning of Bayes Net Structure},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {187--202},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_15},
doi = {10.1007/978-3-540-72927-3\_15},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SchulteLG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Srebro07,
author = {Nathan Srebro},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {How Good Is a Kernel When Used as a Similarity Measure?},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {323--335},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_24},
doi = {10.1007/978-3-540-72927-3\_24},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Srebro07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Srebro07a,
author = {Nathan Srebro},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Are There Local Maxima in the Infinite-Sample Likelihood of Gaussian
Mixture Estimation?},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {628--629},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_47},
doi = {10.1007/978-3-540-72927-3\_47},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Srebro07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TewariB07,
author = {Ambuj Tewari and
Peter L. Bartlett},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Bounded Parameter Markov Decision Processes with Average Reward Criterion},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {263--277},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_20},
doi = {10.1007/978-3-540-72927-3\_20},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/TewariB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Vempala07,
author = {Santosh S. Vempala},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Spectral Algorithms for Learning and Clustering},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {3--4},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_2},
doi = {10.1007/978-3-540-72927-3\_2},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Vempala07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Vovk07,
author = {Vladimir Vovk},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Competing with Stationary Prediction Strategies},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {439--453},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_32},
doi = {10.1007/978-3-540-72927-3\_32},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Vovk07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WangF07,
author = {Liwei Wang and
Jufu Feng},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Rademacher Margin Complexity},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {620--621},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_44},
doi = {10.1007/978-3-540-72927-3\_44},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/WangF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Warmuth07,
author = {Manfred K. Warmuth},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {When Is There a Free Matrix Lunch?},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {630--632},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_48},
doi = {10.1007/978-3-540-72927-3\_48},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Warmuth07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2007,
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3},
doi = {10.1007/978-3-540-72927-3},
isbn = {978-3-540-72925-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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