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@inproceedings{DBLP:conf/colt/BalcazarCG01,
author = {Jos{\'{e}} L. Balc{\'{a}}zar and
Jorge Castro and
David Guijarro},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A General Dimension for Exact Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {354--367},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_23},
doi = {10.1007/3-540-44581-1\_23},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalcazarCG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettM01,
author = {Peter L. Bartlett and
Shahar Mendelson},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Rademacher and Gaussian Complexities: Risk Bounds and Structural Results},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {224--240},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_15},
doi = {10.1007/3-540-44581-1\_15},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BartlettM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Ben-DavidES01,
author = {Shai Ben{-}David and
Nadav Eiron and
Hans Ulrich Simon},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Limitations of Learning via Embeddings in Euclidean Half-Spaces},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {385--401},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_25},
doi = {10.1007/3-540-44581-1\_25},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Ben-DavidES01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Ben-DavidLM01,
author = {Shai Ben{-}David and
Philip M. Long and
Yishay Mansour},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Agnostic Boosting},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {507--516},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_33},
doi = {10.1007/3-540-44581-1\_33},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Ben-DavidLM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BousquetW01,
author = {Olivier Bousquet and
Manfred K. Warmuth},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Tracking a Small Set of Experts by Mixing Past Posteriors},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {31--47},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_3},
doi = {10.1007/3-540-44581-1\_3},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BousquetW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BshoutyE01,
author = {Nader H. Bshouty and
Nadav Eiron},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Learning Monotone {DNF} from a Teacher That Almost Does Not Answer
Membership Queries},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {546--557},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_36},
doi = {10.1007/3-540-44581-1\_36},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BshoutyE01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BshoutyF01,
author = {Nader H. Bshouty and
Vitaly Feldman},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {On Using Extended Statistical Queries to Avoid Membership Queries},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {529--545},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_35},
doi = {10.1007/3-540-44581-1\_35},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BshoutyF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BshoutyG01,
author = {Nader H. Bshouty and
Dmitry Gavinsky},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {On Boosting with Optimal Poly-Bounded Distributions},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {490--506},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_32},
doi = {10.1007/3-540-44581-1\_32},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BshoutyG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BshoutyO01,
author = {Nader H. Bshouty and
Avi Owshanko},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Learning Regular Sets with an Incomplete Membership Oracle},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {574--588},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_38},
doi = {10.1007/3-540-44581-1\_38},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/BshoutyO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CaseJSW01,
author = {John Case and
Sanjay Jain and
Frank Stephan and
Rolf Wiehagen},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Robust Learning - Rich and Poor},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {143--159},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_10},
doi = {10.1007/3-540-44581-1\_10},
timestamp = {Wed, 16 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CaseJSW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Cesa-BianchiL01,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
G{\'{a}}bor Lugosi},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Potential-Based Algorithms in Online Prediction and Game Theory},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {48--64},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_4},
doi = {10.1007/3-540-44581-1\_4},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Cesa-BianchiL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChawlaLS01,
author = {Deepak Chawla and
Lin Li and
Stephen Scott},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Efficiently Approximating Weighted Sums with Exponentially Many Terms},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {82--98},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_6},
doi = {10.1007/3-540-44581-1\_6},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChawlaLS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CrammerS01,
author = {Koby Crammer and
Yoram Singer},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Ultraconservative Online Algorithms for Multiclass Problems},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {99--115},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_7},
doi = {10.1007/3-540-44581-1\_7},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/CrammerS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Even-DarM01,
author = {Eyal Even{-}Dar and
Yishay Mansour},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Learning Rates for Q-Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {589--604},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_39},
doi = {10.1007/3-540-44581-1\_39},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Even-DarM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ForsterSS01,
author = {J{\"{u}}rgen Forster and
Niels Schmitt and
Hans Ulrich Simon},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Estimating the Optimal Margins of Embeddings in Euclidean Half Spaces},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {402--415},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_26},
doi = {10.1007/3-540-44581-1\_26},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ForsterSS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Goldberg01,
author = {Paul W. Goldberg},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Estimating a Boolean Perceptron from Its Average Satisfying Assignment:
{A} Bound on the Precision Required},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {116--127},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_8},
doi = {10.1007/3-540-44581-1\_8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Goldberg01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Goldberg01a,
author = {Paul W. Goldberg},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {When Can Two Unsupervised Learners Achieve {PAC} Separation?},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {303--319},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_20},
doi = {10.1007/3-540-44581-1\_20},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Goldberg01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Grunwald01,
author = {Peter Gr{\"{u}}nwald},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Strong Entropy Concentration, Game Theory, and Algorithmic Randomness},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {320--336},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_21},
doi = {10.1007/3-540-44581-1\_21},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Grunwald01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Herbster01,
author = {Mark Herbster},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Learning Additive Models Online with Fast Evaluating Kernels},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {444--460},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_29},
doi = {10.1007/3-540-44581-1\_29},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Herbster01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/JainK01,
author = {Sanjay Jain and
Efim B. Kinber},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Intrinsic Complexity of Learning Geometrical Concepts from Positive
Data},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {177--193},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_12},
doi = {10.1007/3-540-44581-1\_12},
timestamp = {Wed, 16 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/JainK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kakade01,
author = {Sham M. Kakade},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Optimizing Average Reward Using Discounted Rewards},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {605--615},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_40},
doi = {10.1007/3-540-44581-1\_40},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Kakade01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KeglLL01,
author = {Bal{\'{a}}zs K{\'{e}}gl and
Tam{\'{a}}s Linder and
G{\'{a}}bor Lugosi},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Data-Dependent Margin-Based Generalization Bounds for Classification},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {368--384},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_24},
doi = {10.1007/3-540-44581-1\_24},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KeglLL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KoltchinskiiPL01,
author = {Vladimir Koltchinskii and
Dmitriy Panchenko and
Fernando Lozano},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Further Explanation of the Effectiveness of Voting Methods: The Game
between Margins and Weights},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {241--255},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_16},
doi = {10.1007/3-540-44581-1\_16},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KoltchinskiiPL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeL01,
author = {Wee Sun Lee and
Philip M. Long},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Theoretical Analysis of Query Selection for Collaborative Filtering},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {517--528},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_34},
doi = {10.1007/3-540-44581-1\_34},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LeeL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Long01,
author = {Philip M. Long},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {On Agnostic Learning with \{0, *, 1\}-Valued and Real-Valued Hypotheses},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {289--302},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_19},
doi = {10.1007/3-540-44581-1\_19},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Long01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MannorM01,
author = {Shie Mannor and
Ron Meir},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Geometric Bounds for Generalization in Boosting},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {461--472},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_30},
doi = {10.1007/3-540-44581-1\_30},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MannorM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MannorS01,
author = {Shie Mannor and
Nahum Shimkin},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Adaptive Strategies and Regret Minimization in Arbitrarily Varying
Markov Environments},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {128--142},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_9},
doi = {10.1007/3-540-44581-1\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MannorS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Mendelson01,
author = {Shahar Mendelson},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Geometric Methods in the Analysis of Glivenko-Cantelli Classes},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {256--272},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_17},
doi = {10.1007/3-540-44581-1\_17},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Mendelson01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Mendelson01a,
author = {Shahar Mendelson},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Learning Relatively Small Classes},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {273--288},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_18},
doi = {10.1007/3-540-44581-1\_18},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Mendelson01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/NouretdinovVVG01,
author = {Ilia Nouretdinov and
Volodya Vovk and
Michael V. Vyugin and
Alex Gammerman},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Pattern Recognition and Density Estimation under the General i.i.d.
Assumption},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {337--353},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_22},
doi = {10.1007/3-540-44581-1\_22},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/NouretdinovVVG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PeshkinM01,
author = {Leonid Peshkin and
Sayan Mukherjee},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Bounds on Sample Size for Policy Evaluation in Markov Environments},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {616--630},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_41},
doi = {10.1007/3-540-44581-1\_41},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/PeshkinM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PiccolboniS01,
author = {Antonio Piccolboni and
Christian Schindelhauer},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Discrete Prediction Games with Arbitrary Feedback and Loss},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {208--223},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_14},
doi = {10.1007/3-540-44581-1\_14},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/PiccolboniS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Schmitt01,
author = {Michael Schmitt},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Radial Basis Function Neural Networks Have Superlinear {VC} Dimension},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {14--30},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_2},
doi = {10.1007/3-540-44581-1\_2},
timestamp = {Wed, 20 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Schmitt01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ScholkopfHS01,
author = {Bernhard Sch{\"{o}}lkopf and
Ralf Herbrich and
Alexander J. Smola},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Generalized Representer Theorem},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {416--426},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_27},
doi = {10.1007/3-540-44581-1\_27},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ScholkopfHS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Servedio01,
author = {Rocco A. Servedio},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Smooth Boosting and Learning with Malicious Noise},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {473--489},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_31},
doi = {10.1007/3-540-44581-1\_31},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Servedio01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Servedio01a,
author = {Rocco A. Servedio},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {On Learning Monotone {DNF} under Product Distributions},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {558--573},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_37},
doi = {10.1007/3-540-44581-1\_37},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Servedio01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Simon01,
author = {Hans Ulrich Simon},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {How Many Queries Are Needed to Learn One Bit of Information?},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {1--13},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_1},
doi = {10.1007/3-540-44581-1\_1},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Simon01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Stork01,
author = {David G. Stork},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Toward a Computational Theory of Data Acquisition and Truthing},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {194--207},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_13},
doi = {10.1007/3-540-44581-1\_13},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Stork01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang01,
author = {Tong Zhang},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Sequential Approximation Bound for Some Sample-Dependent Convex
Optimization Problems with Applications in Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {65--81},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_5},
doi = {10.1007/3-540-44581-1\_5},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang01a,
author = {Tong Zhang},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Leave-One-out Cross Validation Bound for Kernel Methods with Applications
in Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {427--443},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_28},
doi = {10.1007/3-540-44581-1\_28},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zilles01,
author = {Sandra Zilles},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {On the Synthesis of Strategies Identifying Recursive Functions},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {160--176},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_11},
doi = {10.1007/3-540-44581-1\_11},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zilles01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2001,
editor = {David P. Helmbold and
Robert C. Williamson},
title = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1},
doi = {10.1007/3-540-44581-1},
isbn = {3-540-42343-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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