Suvrit Sra

Massachusetts Institute of Technology

Associate Professor

Department of Electrical Engineering and Computer Science

Institute for Data, Systems, and Society

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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’

Citations of SCIE papers SCIE papers 02k4k6k8k10k020406080100120140160

*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

    Suvrit Sra, Reshad Hosseini

    DOI : 10.1137/140978168

  • An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization

    2020/05 MATHEMATICAL PROGRAMMING 3.995 Impact Factor 16 citations

    Reshad Hosseini, Suvrit Sra

    DOI : 10.1007/S10107-019-01381-4

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Papers for author ‘Suvrit Sra’: 15

Number of published SCIE papers by year

01234201420152016201720182020
H-index 7
Number of NCS papers 0

*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

    Suvrit Sra, Reshad Hosseini

    DOI : 10.1137/140978168

  • Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices

    2017/12 IEEE TRANSACTIONS ON NEURAL NETWORKS 2.769 Impact Factor 60 citations

    Anoop Cherian, Suvrit Sra

    DOI : 10.1109/TNNLS.2016.2601307

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conference information

Papers relevant to ‘Mathematics’: 20

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 variance reduction for nonconvex optimization

    2016/06 ICML Top-tier Conference 211 citations

    Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, Alexander J. Smola

  • Proximal stochastic methods for nonsmooth nonconvex finite-sum optimization

    2016/12 NEURIPS Top-tier Conference 146 citations

    Sashank J. Reddi, Suvrit Sra, Barnabas Poczos, Alexander J. Smola

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Papers for author ‘Suvrit Sra’: 33

Number of published Top-tier Conference by year

0369122014201520162017201820192020
Top-tier Conference 33

*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

    Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, Alexander J. Smola

  • Randomized Nonlinear Component Analysis

    2014/06 ICML Top-tier Conference 172 citations

    David Lopez-Paz, Suvrit Sra, Alexander J. Smola, Zoubin Ghahramani, Bernhard Schoelkopf

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