Fakultät für Informatik
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Technische Universität München
Lehrstuhl für Effiziente Algorithmen
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Random projection trees and low dimensional manifolds
Sanjoy Dasgupta
,
Yoav Freund
Proceedings of the 40th International ACM Symposium on Theory of Computing, STOC'2008 (Victoria, BC, Canada, May 17-20, 2008)
, 2008, pp. 537-546
Motif discovery through predictive modeling of gene regulation
Manuel Middendorf
,
Anshul Kundaje
,
Mihir Shah
,
Yoav Freund
,
Chris H. Wiggins
,
Christina Leslie
LNCS/LNBI
3500
, 2005, pp. 538-552
Predicting genetic regulatory response using classification: Yeast stress response
Manuel Middendorf
,
Anshul Kundaje
,
Chris Wiggins
,
Yoav Freund
,
Christina Leslie
LNCS/LNBI
3318
, 2005, pp. 1-13
Predicting genetic regulatory response using classification
Manuel Middendorf
,
Anshul Kundaje
,
Chris Wiggins
,
Yoav Freund
,
Christina Leslie
Bioinformatics
20
(S1), 2004, pp. 232-240
Predicting a binary sequence almost as well as the optimal biased coin
Yoav Freund
Information and Computation
182
(2), 2003, pp. 73-94
The nonstochastic multiarmed bandit problem
Peter Auer
,
Nicolò Cesa-Bianchi
,
Yoav Freund
,
Robert E. Schapire
SIAM Journal on Computing
32
(1), 2002-2003, pp. 48-77
Drifting games and Brownian motion
Yoav Freund
,
Manfred Opper
Journal of Computer and System Sciences
64
(1), 2002, pp. 113-132
An efficient boosting algorithm for combining preferences
Yoav Freund
,
Raj Iyer
,
Robert E. Schapire
,
Yoram Singer
Technical Report (2001-22), 2001
How to use expert advice
Nicolò Cesa-Bianchi
,
Yoav Freund
,
David Haussler
,
David P. Helmbold
,
Robert E. Schapire
,
Manfred K. Warmuth
Journal of the ACM
44
(3), 1997, pp. 427-485
Efficient learning of typical finite automata from random walks
Yoav Freund
,
Michael Kearns
,
Dana Ron
,
Ronitt Rubinfeld
,
Robert E. Schapire
Information and Computation
138
(1), 1997, pp. 23-48
Using and combining predictors that specialize
Yoav Freund
,
Robert E. Schapire
,
Yoram Singer
,
Manfred K. Warmuth
Proceedings of the 29th Annual ACM Symposium on Theory of Computing, STOC'97 (El Paso, Texas, May 4-6, 1997)
, 1997, pp. 334-343
A decision-theoretic generalization of on-line learning and an application to boosting
Yoav Freund
,
Robert E. Schapire
Journal of Computer and System Sciences
55
(1), 1997, pp. 119-139
Gambling in a rigged casino: The adversarial multi-armed bandit problem
Peter Auer
,
Nicolò Cesa-Bianchi
,
Yoav Freund
,
Robert E. Schapire
Proceedings of the 36th Annual IEEE Symposium on Foundations of Computer Science, FOCS'95 (Milwaukee, Wisconsin, October 23-25, 1995)
, 1995, pp. 322-331
Efficient algorithms for learning to play repeated games against computationally bounded adversaries
Yoav Freund
,
Michael Kearns
,
Yishay Mansour
,
Dana Ron
,
Ronitt Rubinfeld
,
Robert E. Schapire
Proceedings of the 36th Annual IEEE Symposium on Foundations of Computer Science, FOCS'95 (Milwaukee, Wisconsin, October 23-25, 1995)
, 1995, pp. 332-341
Boosting a weak learning algorithm by majority
Yoav Freund
Information and Computation
121
(2), 1995, pp. 256-285
How to use expert advice (extended abstract)
Nicolò Cesa-Bianchi
,
Yoav Freund
,
David P. Helmbold
,
David Haussler
,
Robert E. Schapire
,
Manfred K. Warmuth
Proceedings of the 25th Annual ACM Symposium on Theory of Computing, STOC'93 (San Diego, California, May 16--18, 1993)
, 1993, pp. 382-391
Efficient learning of typical finite automata from random walks (extended abstract)
Yoav Freund
,
Michael Kearns
,
Dana Ron
,
Ronitt Rubinfeld
,
Robert E. Schapire
,
Linda Sellie
Proceedings of the 25th Annual ACM Symposium on Theory of Computing, STOC'93 (San Diego, California, May 16--18, 1993)
, 1993, pp. 315-324
Quantization stage in linear from examples and a connectionist implementation
Yoav Freund
,
Eli Shamir
Technical Report (1990-9), 1990