Peter Bartlett
University of California, Berkeley
Professor
Department of Electrical Engineering and Computer Sciences
Department of Statistics
Research Area
#Mathematics#Computer science#Mathematical optimization#Applied mathematics#Algorithm#Regret#Function (mathematics)#Minimax#Convergence (routing)#Gradient descent
SCIE paper information
Papers relevant to ‘Computer science’: 3
Research performance of SCIE papers matching with ‘Computer science’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Benign overfitting in linear regression
2020/04 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.412 Impact Factor 113 citations
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks
2019/01 JOURNAL OF MACHINE LEARNING RESEARCH 3.484 Impact Factor 76 citations
Papers for author ‘Peter Bartlett’: 5
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Benign overfitting in linear regression
2020/04 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.412 Impact Factor 113 citations
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks
2019/01 JOURNAL OF MACHINE LEARNING RESEARCH 3.484 Impact Factor 76 citations
conference information
Papers relevant to ‘Computer science’: 15
Research performance of Top-tier Conference matching with ‘Computer science’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
2018/07 ICML Top-tier Conference 106 citations
Politex: Regret Bounds for Policy Iteration using Expert Prediction
2019/05 ICML Top-tier Conference 63 citations
Papers for author ‘Peter Bartlett’: 34
Number of published Top-tier Conference by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Spectrally-normalized margin bounds for neural networks
2017/01 NEURIPS Top-tier Conference 387 citations
Accelerated mirror descent in continuous and discrete time
2015/12 NEURIPS Top-tier Conference 167 citations
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