Concepedia

Jonathan Baxter

JB

Statistics

Publications

27

Citations

2.4K

H-Index

20

Active since

1996

Affiliations

Australian National University(Current)

Cornell University

Royal Holloway University of London

New York University

London School of Economics and Political Science

Jonathan Baxter is an author at Australian National University specializing in engineering, computer science, and machine learning.

Top concepts

Publications per year

1996–2025

27

Publications

27

Boosting Algorithms as Gradient Descent

Llew Mason, Jonathan Baxter, Peter L. Bartlett et al. · 1999 · 712 citations

A Bayesian/Information Theoretic Model of Learning to Learn via Multiple Task Sampling

Jonathan Baxter · Machine Learning · 1997 · 463 citations · Full text

Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning

Evan Greensmith, Peter L. Bartlett, Jonathan Baxter · Journal of Machine Learning Research · 2004 · 322 citations

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Improved Generalization Through Explicit Optimization of Margins

Llew Mason, Peter L. Bartlett, Jonathan Baxter · Machine Learning · 2000 · 131 citations · Full text

Reinforcement Learning in POMDP's via Direct Gradient Ascent

Jonathan Baxter, Peter L. Bartlett · ArXiv.org · 2025 · 88 citations · Full text

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