Concepedia

Peter L. Bartlett

PL

Statistics

Publications

174

Citations

21.5K

H-Index

63

Active since

1992

Affiliations

University of California, Berkeley(Current)

Australian National University

Queensland University of Technology

Cornell University

Peter L. Bartlett is an author at University of California, Berkeley specializing in computer science, computing, and machine learning.

Publications per year

1992–2025

174

Publications

174

New Support Vector Algorithms

Bernhard Schölkopf, Alex Smola, Robert C. Williamson et al. · Neural Computation · 2000 · 2.8K citations

Computing, Computer Science, Data Science +14

Boosting the margin: a new explanation for the effectiveness of voting methods

Peter L. Bartlett, Yoav Freund, Wee Sun Lee et al. · The Annals of Statistics · 1998 · 2.3K citations · Full text

Computing, Computer Science, Data Mining +15

The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network

Peter L. Bartlett · IEEE Transactions on Information Theory · 1998 · 1.2K citations · Full text

Computing, Computer Science, Algorithms +12

Proceedings of the 24th International Conference on Neural Information Processing Systems

John Shawe‐Taylor, Richard S. Zemel, Peter L. Bartlett et al. · 2011 · 1.2K citations

Computing, Computer Science, Neuroscience +14

Convexity, Classification, and Risk Bounds

Peter L. Bartlett, Michael I. Jordan, Jon McAuliffe · Journal of the American Statistical Association · 2006 · 1.1K citations

Computing, Computer Science, Machine Learning +16

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