Laurent El Ghaoui
University of California, Berkeley
Professor
Department of Electrical Engineering and Computer Sciences
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’
*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
Approximation bounds for sparse principal component analysis
2014/12 MATHEMATICAL PROGRAMMING 1.803 Impact Factor 21 citations
Papers for author ‘Laurent El Ghaoui’: 4
Number of published SCIE papers by year
*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
Approximation bounds for sparse principal component analysis
2014/12 MATHEMATICAL PROGRAMMING 1.803 Impact Factor 21 citations
conference information
Papers relevant to ‘Mathematics’: 1
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.
Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization
2020/07 ICML Top-tier Conference 2 citations
Papers for author ‘Laurent El Ghaoui’: 3
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.
Theoretically Principled Trade-off between Robustness and Accuracy
2019/05 ICML Top-tier Conference 257 citations
Implicit Graph Neural Networks
2020/09 NEURIPS Top-tier Conference 6 citations
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