Laurent El Ghaoui

University of California, Berkeley

Professor

Department of Electrical Engineering and Computer Sciences

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Research Area

#Mathematics#Computer science#Mathematical optimization#Lasso (statistics)#Applied mathematics#Artificial intelligence#Algorithm#Pattern recognition#Numerical analysis#Data point

SCIE paper information

Papers relevant to ‘Mathematics’: 4

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.

  • Sparse learning via Boolean relaxations

    2015/06 MATHEMATICAL PROGRAMMING 2.062 Impact Factor 31 citations

    Mert Pilanci, Martin J. Wainwright, Laurent Ghaoui

    DOI : 10.1007/S10107-015-0894-1

  • Approximation bounds for sparse principal component analysis

    2014/12 MATHEMATICAL PROGRAMMING 1.803 Impact Factor 21 citations

    Alexandre D'aspremont, Francis Bach, Laurent Ghaoui

    DOI : 10.1007/S10107-014-0751-7

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Papers for author ‘Laurent El Ghaoui’: 4

Number of published SCIE papers by year

0123420142015
H-index 4
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Sparse learning via Boolean relaxations

    2015/06 MATHEMATICAL PROGRAMMING 2.062 Impact Factor 31 citations

    Mert Pilanci, Martin J. Wainwright, Laurent Ghaoui

    DOI : 10.1007/S10107-015-0894-1

  • Approximation bounds for sparse principal component analysis

    2014/12 MATHEMATICAL PROGRAMMING 1.803 Impact Factor 21 citations

    Alexandre D'aspremont, Francis Bach, Laurent Ghaoui

    DOI : 10.1007/S10107-014-0751-7

How can I correct errors in PhD.GO?

conference information

Papers relevant to ‘Mathematics’: 1

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.

  • Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization

    2020/07 ICML Top-tier Conference 2 citations

    Geoffrey Negiar, Gideon Dresdner, Alicia Yi-Ting Tsai, Laurent Ghaoui, Francesco Locatello, Fabian Pedregosa

How can I correct errors in PhD.GO?


Papers for author ‘Laurent El Ghaoui’: 3

Number of published Top-tier Conference by year

0123420192020
Top-tier Conference 3

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Theoretically Principled Trade-off between Robustness and Accuracy

    2019/05 ICML Top-tier Conference 257 citations

    Hongyang Zhang, Yaodong Yu, Jiantao Jiao, Eric P. Xing, Laurent Ghaoui, Michael I. Jordan

  • Implicit Graph Neural Networks

    2020/09 NEURIPS Top-tier Conference 6 citations

    Fangda Gu, Heng Chang, Wenwu Zhu, Somayeh Sojoudi, Laurent Ghaoui

How can I correct errors in PhD.GO?