Bin Yu

University of California, Berkeley

Professor

Department of Electrical Engineering and Computer Sciences

Center for Computational Biology

Department of Statistics

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Research Area

#Mathematics#Computer science#Artificial intelligence#Algorithm#Random walk#Stability (learning theory)#Combinatorics#Machine learning#Statistics#Data science

SCIE paper information

Papers relevant to ‘Mathematics’: 15

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

  • Metalearners for estimating heterogeneous treatment effects using machine learning

    2019/03 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.412 Impact Factor 208 citations

    Sören R. Künzel, Jasjeet S. Sekhon, Peter J. Bickel, Bin Yu

    DOI : 10.1073/PNAS.1804597116

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Papers for author ‘Bin Yu’: 27

Number of published SCIE papers by year

024682014201520162017201820192020
H-index 18
Number of NCS papers 1

*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

  • Definitions, methods, and applications in interpretable machine learning.

    2019/10 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.412 Impact Factor 273 citations

    W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, Bin Yu

    DOI : 10.1073/PNAS.1900654116

How can I correct errors in PhD.GO?