Martin Wainwright

University of California, Berkeley

Professor

Department of Electrical Engineering and Computer Sciences

Department of Statistics

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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’

Citations of SCIE papers SCIE papers 02k4k6k8k10k020406080100120140160

*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

    Sivaraman Balakrishnan, Martin J. Wainwright, Bin Yu

    DOI : 10.1214/16-AOS1435

  • 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

    John C. Duchi, Michael I. Jordan, Martin J. Wainwright, Andre Wibisono

    DOI : 10.1109/TIT.2015.2409256

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Papers for author ‘Martin Wainwright’: 42

Number of published SCIE papers by year

0369122014201520162017201820192020
H-index 23
Number of NCS papers 0

*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

    Sivaraman Balakrishnan, Martin J. Wainwright, Bin Yu

    DOI : 10.1214/16-AOS1435

  • 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

    John C. Duchi, Michael I. Jordan, Martin J. Wainwright, Andre Wibisono

    DOI : 10.1109/TIT.2015.2409256

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conference information

Papers relevant to ‘Mathematics’: 5

Research performance of Top-tier Conference matching with ‘Mathematics’

Citations of Top-tier Conference Top-tier Conference paper(s) 01k2k3k4k5k0612182430364248

*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

    Chi Jin, Yuchen Zhang, Sivaraman Balakrishnan, Martin J. Wainwright, Michael I. Jordan

  • Stochastically transitive models for pairwise comparisons: statistical and computational issues

    2016/06 ICML Top-tier Conference 32 citations

    Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright

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Papers for author ‘Martin Wainwright’: 16

Number of published Top-tier Conference by year

0246820152016201720182020
Top-tier Conference 16

*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

    Jianbo Chen, Le Song, Martin J. Wainwright, Michael I. Jordan

  • HopSkipJumpAttack: A Query-Efficient Decision-Based Attack

    2020/05 S&P Top-tier Conference 81 citations

    Jianbo Chen, Michael I. Jordan, Martin J. Wainwright

    DOI : 10.1109/SP40000.2020.00045

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