Manfred K. Warmuth - Concepedia

Author

Manfred K. Warmuth

Also Known As

M Warmuth, M. K. Warmuth, M.K Warmuth, M.K. Warmuth, Manfred K Warmuth, Manfred K. Warmuth, Manfred Warmuth, Warmuth, Manfred, Warmuth, Manfred K, Warmuth, Manfred K.

270

Publications

17.1K

Citations

H-Index

153

Concepts

All Affiliations

University of California, Santa Cruz AT&T (United States)University of Helsinki University of Milan

About

Manfred K. Warmuth is an author at University of California, Santa Cruz specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	44	87	10.2K
2	Business	4	4	847
3	Education	3	3	94
4	Arts	1	1	16
5	Health Sciences	1	1	19

Manfred K. Warmuth

122

Publications

15.3K

Citations

H-Index

Page 1

	Year	Citations
The Weighted Majority Algorithm N. Littlestone, Manfred K. Warmuth Information and Computation EngineeringComputational Social ChoiceData MiningPreference AggregationKnowledge Discovery	1994	2K
Learnability and the Vapnik-Chervonenkis dimension Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Journal of the ACM Artificial IntelligenceEngineeringMachine LearningAlgorithmic LearningComputational Complexity	1989	1.8K
Occam's Razor Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Information Processing Letters	1987	1.1K
Exponentiated Gradient versus Gradient Descent for Linear Predictors Jyrki Kivinen, Manfred K. Warmuth Information and Computation Gradient DescentComputational Learning TheoryMachine LearningLarge Scale OptimizationStatistical Learning Theory	1997	871
How to use expert advice Nicolò Cesa‐Bianchi, Yoav Freund, David Haussler, Journal of the ACM Artificial IntelligenceEngineeringMachine LearningAlgorithmic LearningComputational Complexity	1997	642
Tracking the Best Expert Mark Herbster, Manfred K. Warmuth Machine Learning	1998	562
Active Learning with Support Vector Machines in the Drug Discovery Process Manfred K. Warmuth, Jun Liao, Gunnar Rätsch, Journal of Chemical Information and Computer Sciences	2003	358
The weighted majority algorithm N. Littlestone, Manfred K. Warmuth Artificial IntelligenceEngineeringMachine LearningComputational Social ChoiceAlgorithmic Learning	1989	308
Relative Loss Bounds for On-Line Density Estimation with the Exponential Family of Distributions Katy S. Azoury, Manfred K. Warmuth Machine Learning	2001	290
Using and combining predictors that specialize Yoav Freund, Robert E. Schapire, Yoram Singer,	1997	239

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