Suvrit Sra
Massachusetts Institute of Technology
Associate Professor
Department of Electrical Engineering and Computer Science
Institute for Data, Systems, and Society
Research Area
#Mathematics#Computer science#Mathematical optimization#Applied mathematics#Algorithm#Convergence (routing)#Artificial intelligence#Manifold#Positive-definite matrix#Matrix (mathematics)
SCIE paper information
Papers relevant to ‘Mathematics’: 11
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.
Conic Geometric Optimization on the Manifold of Positive Definite Matrices
2015/03 SIAM JOURNAL ON OPTIMIZATION 2.659 Impact Factor 85 citations
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization
2020/05 MATHEMATICAL PROGRAMMING 3.995 Impact Factor 16 citations
Papers for author ‘Suvrit Sra’: 15
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Conic Geometric Optimization on the Manifold of Positive Definite Matrices
2015/03 SIAM JOURNAL ON OPTIMIZATION 2.659 Impact Factor 85 citations
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
2017/12 IEEE TRANSACTIONS ON NEURAL NETWORKS 2.769 Impact Factor 60 citations
conference information
Papers relevant to ‘Mathematics’: 20
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 variance reduction for nonconvex optimization
2016/06 ICML Top-tier Conference 211 citations
Proximal stochastic methods for nonsmooth nonconvex finite-sum optimization
2016/12 NEURIPS Top-tier Conference 146 citations
Papers for author ‘Suvrit Sra’: 33
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.
Stochastic variance reduction for nonconvex optimization
2016/06 ICML Top-tier Conference 211 citations
Randomized Nonlinear Component Analysis
2014/06 ICML Top-tier Conference 172 citations
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