Insu Han

About me

My name is Insu Han. I am currently a Ph.D. student in the School of Electrical Engineering at Korea Advanced Institute of Science and Technology (KAIST), advised by Jinwoo Shin. I recieved an M.S. in Electrical engineering and a B.S. in Electrical Engineering and Mathematics (minored) from KAIST.

My research interests focus on algorithm design and analysis for large-scale machine learning and its applications.

E-mail: insu.han at kaist dot ac dot kr

Tel: +82-42-350-7632

Office: IT Bld, N1 917

Education

  • M.S., Electrical and Engineering, Korea Advanced Institute of Science and Technology (KAIST)
  • B.S., Electrical and Engineering (minored in Mathematics), Korea Advanced Institute of Science and Technology (KAIST)

Publications

Talks

  • Approximating Spectral Sums of Large-scale Matrices using Stochastic Chebyshev Approximations, invited talk at SIAM Conference on Computational Science and Engineering (CSE) 2017 (slide)
  • Large-scale log-determinant computation through stochastic Chebyshev expansions, ICML 2015 (video)