Manfred K. Warmuth
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Manfred Klaus Warmuth is a computer scientist known for his pioneering research in computational learning theory.[1]Template:R/superscript He is a Distinguished Professor emeritus at the University of California, Santa Cruz.
Education and career
After studying computer science at the University of Erlangen–Nuremberg, earning a diploma in 1978, Warmuth went to the University of Colorado Boulder for graduate study, earning a master's degree there in 1980 and completing his Ph.D. in 1981.[2]Template:R/superscript His doctoral dissertation, Scheduling on Profiles of Constant Breadth, was supervised by Harold N. Gabow.[3]Template:R/superscript
After postdoctoral research at the University of California, Berkeley and Hebrew University of Jerusalem, Warmuth joined the University of California, Santa Cruz in 1983, became Distinguished Professor there in 2017, and retired as a professor emeritus in 2018. He was a visiting faculty member at Google Brain from 2019 to 2020.[4]Template:R/superscript
Contributions
With his student Nick Littlestone,[3]Template:R/superscript Warmuth published the weighted majority algorithm for combining the results for multiple predictors in 1989.[5]Template:R/superscriptTemplate:Ran
Warmuth was also the coauthor of an influential 1989 paper in the Journal of the ACM, with Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, introducing the Vapnik–Chervonenkis dimension to computational learning theory.[6]Template:R/superscriptTemplate:Ran With the same authors, he also introduced Occam learning in 1987.[7]Template:R/superscriptTemplate:Ran
Recognition
In 2021, Warmuth became a member of the German National Academy of Sciences Leopoldina.[4]Template:R/superscript
Selected publications
References
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External links
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- Living people
- University of California, Santa Cruz faculty
- University of Colorado Boulder alumni
- 21st-century German scientists
- Members of the German National Academy of Sciences Leopoldina
- German computer scientists
- Expatriate academics in the United States
- Google employees
- University of Erlangen–Nuremberg alumni