Follow
Yunbum Kook
Yunbum Kook
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
Incremental lossless graph summarization
J Ko, Y Kook, K Shin
International Conference on Knowledge Discovery & Data Mining (KDD'20), 317-327, 2020
572020
Sampling with Riemannian Hamiltonian Monte Carlo in a constrained space
Y Kook, YT Lee, R Shen, S Vempala
Advances in Neural Information Processing Systems (NeurIPS'22) 35, 31684-31696, 2022
412022
Evolution of real-world hypergraphs: Patterns and models without oracles
Y Kook, J Ko, K Shin
International Conference on Data Mining (ICDM'20), 272-281, 2020
362020
Vertex sparsification for edge connectivity
P Chalermsook, S Das, Y Kook, B Laekhanukit, YP Liu, R Peng, M Sellke, ...
The ACM-SIAM Symposium on Discrete Algorithms (SODA'21), 1206-1225, 2021
30*2021
Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators
Y Kook, YT Lee, R Shen, S Vempala
Conference on Learning Theory (COLT'23), 4504-4569, 2023
182023
Growth patterns and models of real-world hypergraphs
J Ko, Y Kook, K Shin
Knowledge and Information Systems (KAIS) 64 (11), 2883-2920, 2022
152022
Sampling from the mean-field stationary distribution
Y Kook, MS Zhang, S Chewi, MA Erdogdu, MB Li
Conference on Learning Theory (COLT'24), 3099-3136, 2024
122024
Understanding Adam optimizer via online learning of updates: Adam is FTRL in disguise
K Ahn, Z Zhang, Y Kook, Y Dai
International Conference on Machine Learning (ICML'24) 235, 619-640, 2024
102024
Gaussian Cooling and Dikin Walks: The interior-point method for logconcave sampling
Y Kook, SS Vempala
Conference on Learning Theory (COLT'24), 3137-3240, 2024
82024
In-and-Out: Algorithmic diffusion for sampling convex bodies
Y Kook, SS Vempala, MS Zhang
arXiv preprint arXiv:2405.01425, 2024
62024
Rényi-infinity constrained sampling with membership queries
Y Kook, MS Zhang
The ACM-SIAM Symposium on Discrete Algorithms (SODA'25), 5278-5306, 2025
22025
Sampling and integration of logconcave functions by algorithmic diffusion
Y Kook, SS Vempala
arXiv preprint arXiv:2411.13462, 2024
12024
Covariance estimation using Markov chain Monte Carlo
Y Kook, MS Zhang
arXiv preprint arXiv:2410.17147, 2024
12024
The system can't perform the operation now. Try again later.
Articles 1–13