Yunbum Kook
Office: 2124 KACB
Email: yb.{last name} at gatech dot edu

I am a first-year PhD student in the School of Computer Science at Georgia Institute of Technology. I received my B.S. in Mathematical Sciences from KAIST. I am interested in sampling and theoretical aspects of machine learning.

Publications

Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
with Yin Tat Lee, Ruoqi Shen, Santosh S. Vempala
Preprint
arXivCode

Vertex Sparsification for Edge Connectivity
with Parinya Chalermsook, Syamantak Das, Bundit Laekhanukit, Yang P. Liu, Richard Peng, Mark Sellke, Daniel Vaz
SODA'21
arXivSlideVideo(11)Video(25)Video(60)

Evolution of Real-world Hypergraphs: Patterns and Models without Oracles (long)
Yunbum Kook, Jihoon Ko, Kijung Shin
IEEE ICDM'20 (Best paper candidate for KAIS publication)
arXivSlideVideo(20)Code

Incremental Lossless Graph Summarization
{Yunbum Kook*, Jihoon Ko*}, Kijung Shin
KDD'20
arXivSlideVideo(20)Code

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