Martin Wainwright
University of California, Berkeley
Professor
Department of Electrical Engineering and Computer Sciences
Department of Statistics
Research Area
#Mathematics#Computer science#Applied mathematics#Algorithm#Minimax#Combinatorics#Estimator#Upper and lower bounds#Pairwise comparison#Mathematical optimization
SCIE paper information
Papers relevant to ‘Mathematics’: 31
Research performance of SCIE papers matching with ‘Mathematics’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Statistical guarantees for the EM algorithm: From population to sample-based analysis
2017/02 ANNALS OF STATISTICS 2.522 Impact Factor 318 citations
Optimal Rates for Zero-Order Convex Optimization: The Power of Two Function Evaluations
2015/03 IEEE TRANSACTIONS ON INFORMATION THEORY 1.737 Impact Factor 255 citations
Papers for author ‘Martin Wainwright’: 42
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Statistical guarantees for the EM algorithm: From population to sample-based analysis
2017/02 ANNALS OF STATISTICS 2.522 Impact Factor 318 citations
Optimal Rates for Zero-Order Convex Optimization: The Power of Two Function Evaluations
2015/03 IEEE TRANSACTIONS ON INFORMATION THEORY 1.737 Impact Factor 255 citations
conference information
Papers relevant to ‘Mathematics’: 5
Research performance of Top-tier Conference matching with ‘Mathematics’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences
2016/01 NEURIPS Top-tier Conference 69 citations
Stochastically transitive models for pairwise comparisons: statistical and computational issues
2016/06 ICML Top-tier Conference 32 citations
Papers for author ‘Martin Wainwright’: 16
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.
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
2018/02 ICML Top-tier Conference 94 citations
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
2020/05 S&P Top-tier Conference 81 citations
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