Jinwoo Shin

Jinwoo Shin

Korea Advanced Institute of Science and Technology

Associate Professor

School of Electrical Engineering

Graduate School of AI

Research Area

  • #Mathematics
  • #Mathematical optimization
  • #Belief propagation
  • #Computer science
  • #Algorithm
  • #Combinatorics
  • #Approximation algorithm
  • #Message passing
  • #Discrete mathematics
  • #Theoretical computer science

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Related papers to
‘ Mathematics ‘ : 7

  • Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations

    2017/08

    2.0 Impact Factor

    50 citations

    Insu Han, Dmitry Malioutov, Haim Avron, Jinwoo Shin

    DOI : 10.1137/16M1078148

    • #Mathematics
    • #Applied mathematics
    • #Algebra
    • #Matrix (mathematics)
    • #Matrix exponential
    • #Square matrix
    • #Nonnegative matrix
    • #Matrix function
    • #Band matrix
    • #Integer matrix
    • #Matrix splitting

All papers authored by
‘ Jinwoo Shin ’ : 11

  • Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations

    2017/08
    SIAM JOURNAL ON SCIENTIFIC COMPUTING

    2.0 Impact Factor

    50 citations

    Insu Han, Dmitry Malioutov, Haim Avron, Jinwoo Shin

    DOI : 10.1137/16M1078148

    • #Mathematics
    • #Applied mathematics
    • #Algebra
    • #Matrix (mathematics)
    • #Matrix exponential
    • #Square matrix
    • #Nonnegative matrix
    • #Matrix function
    • #Band matrix
    • #Integer matrix
    • #Matrix splitting

Related papers to
‘ Mathematics ‘ : 7

  • Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations

    2017/08
    SIAM JOURNAL ON SCIENTIFIC COMPUTING

    2.0 Impact Factor

    50 citations

    Insu Han, Dmitry Malioutov, Haim Avron, Jinwoo Shin

    DOI : 10.1137/16M1078148

    • #Mathematics
    • #Applied mathematics
    • #Algebra
    • #Matrix (mathematics)
    • #Matrix exponential
    • #Square matrix
    • #Nonnegative matrix
    • #Matrix function
    • #Band matrix
    • #Integer matrix
    • #Matrix splitting
  • The Complexity of Approximating a Bethe Equilibrium

    2014/04
    IEEE TRANSACTIONS ON INFORMATION THEORY

    2.3 Impact Factor

    10 citations

    Jinwoo Shin

    DOI : 10.1109/TIT.2014.2317487

    • #Mathematics
    • #Discrete mathematics
    • #Polynomial
    • #Computational complexity theory
    • #Approximation algorithm
    • #Graphical model
    • #Stationary point
    • #Cavity method
    • #Belief propagation
    • #Degree (graph theory)

Get access to
Contact information

Log in

All papers authored by
‘ Jinwoo Shin ’ : 11

  • Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations

    2017/08
    SIAM JOURNAL ON SCIENTIFIC COMPUTING

    2.0 Impact Factor

    50 citations

    Insu Han, Dmitry Malioutov, Haim Avron, Jinwoo Shin

    DOI : 10.1137/16M1078148

    • #Mathematics
    • #Applied mathematics
    • #Algebra
    • #Matrix (mathematics)
    • #Matrix exponential
    • #Square matrix
    • #Nonnegative matrix
    • #Matrix function
    • #Band matrix
    • #Integer matrix
    • #Matrix splitting
  • The Complexity of Approximating a Bethe Equilibrium

    2014/04
    IEEE TRANSACTIONS ON INFORMATION THEORY

    2.3 Impact Factor

    10 citations

    Jinwoo Shin

    DOI : 10.1109/TIT.2014.2317487

    • #Mathematics
    • #Discrete mathematics
    • #Polynomial
    • #Computational complexity theory
    • #Approximation algorithm
    • #Graphical model
    • #Stationary point
    • #Cavity method
    • #Belief propagation
    • #Degree (graph theory)

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