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Robert E. Schapire | Researchclopedia

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Robert E. Schapire

248

Works

106,874

Citations

73

h-index

166

i10-index

Research Topics

Machine Learning and Algorithms Advanced Bandit Algorithms Research Machine Learning and Data Classification

Affiliations

Australian National University1998–1998

AT&T (United States)1991–2013

Microsoft (United States)2015–2024

Alcatel Lucent (Germany)1993–1993

University of California, Santa Cruz1994–1994

Top Works

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund,Robert E. Schapire

199719,987 citations

Reinforcement Learning in Robotics

Algorithms and Data Compression

Maximum entropy modeling of species geographic distributions

Steven J. Phillips,Robert P. Anderson,et al.

200517,308 citations

Novel methods improve prediction of species’ distributions from occurrence data

Jane Elith,Catherine H. Graham,et al.

20069,008 citations

Experiments with a new boosting algorithm

Yoav Freund,Robert E. Schapire

19967,564 citations

The Strength of Weak Learnability

Robert E. Schapire

19903,303 citations

A Short Introduction to Boosting

Yoav Freund,Robert E. Schapire

19992,951 citations

Opening the black box: an open‐source release of Maxent

Steven J. Phillips,Robert P. Anderson,et al.

20172,710 citations

Improved boosting algorithms using confidence-rated predictions

Robert E. Schapire,Yoram Singer

19982,561 citations

A contextual-bandit approach to personalized news article recommendation

Lihong Li,Wei Chu,et al.

20102,460 citations