Concepedia

Manfred K. Warmuth

MK

Statistics

Publications

122

Citations

15.3K

H-Index

56

Active since

1984

Affiliations

University of California, Santa Cruz(Current)

AT&T (United States)

University of Helsinki

University of Milan

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

Top concepts

EngineeringComputer ScienceMachine LearningComputational ComplexityData ScienceMathematical ProgrammingKnowledge DiscoveryPattern RecognitionPredictive AnalyticsApproximation Theory

Publications per year

1984–2022

122

Publications

122

The Weighted Majority Algorithm

N. Littlestone, Manfred K. Warmuth · Information and Computation · 1994 · 2K citations

Engineering, Computational Social Choice, Data Mining +7

Learnability and the Vapnik-Chervonenkis dimension

Anselm Blumer, Andrzej Ehrenfeucht, David Haussler et al. · Journal of the ACM · 1989 · 1.8K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Occam's Razor

Anselm Blumer, Andrzej Ehrenfeucht, David Haussler et al. · Information Processing Letters · 1987 · 1.1K citations

Exponentiated Gradient versus Gradient Descent for Linear Predictors

Jyrki Kivinen, Manfred K. Warmuth · Information and Computation · 1997 · 871 citations

Gradient Descent, Computational Learning Theory, Machine Learning +2

How to use expert advice

Nicolò Cesa‐Bianchi, Yoav Freund, David Haussler et al. · Journal of the ACM · 1997 · 642 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

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