Yunbum Kook

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Stationary Distribution

Top Venues

Publications

Yunbum Kook, Santosh S. Vempala, Matthew Shunshi Zhang
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies. CoRR (2024)
Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan Bill Li
Sampling from the Mean-Field Stationary Distribution. CoRR (2024)
Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li
Sampling from the Mean-Field Stationary Distribution. COLT (2024)
Yunbum Kook, Santosh S. Vempala
Gaussian Cooling and Dikin Walks: The Interior-Point Method for Logconcave Sampling. COLT (2024)
Kwangjun Ahn, Zhiyu Zhang, Yunbum Kook, Yan Dai
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise. CoRR (2024)
Yunbum Kook, Matthew S. Zhang
membership queries. CoRR (2024)
Yunbum Kook, Santosh S. Vempala
Efficiently Sampling the PSD Cone with the Metric Dikin Walk. CoRR (2023)
Yunbum Kook, Yin Tat Lee, Ruoqi Shen, Santosh S. Vempala
Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators. COLT (2023)
Yunbum Kook, Yin Tat Lee, Ruoqi Shen, Santosh S. Vempala
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space. CoRR (2022)
Yunbum Kook, Yin Tat Lee, Ruoqi Shen, Santosh S. Vempala
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space. NeurIPS (2022)
Yunbum Kook, Yin Tat Lee, Ruoqi Shen, Santosh S. Vempala
Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators. CoRR (2022)
Jihoon Ko, Yunbum Kook, Kijung Shin
Growth patterns and models of real-world hypergraphs. Knowl. Inf. Syst. 64 (11) (2022)
Parinya Chalermsook, Syamantak Das, Yunbum Kook, Bundit Laekhanukit, Yang P. Liu, Richard Peng, Mark Sellke, Daniel Vaz
Vertex Sparsification for Edge Connectivity. SODA (2021)
Yunbum Kook, Jihoon Ko, Kijung Shin
Evolution of Real-world Hypergraphs: Patterns and Models without Oracles. ICDM (2020)
Yunbum Kook, Jihoon Ko, Kijung Shin
Evolution of Real-world Hypergraphs: Patterns and Models without Oracles. CoRR (2020)
Jihoon Ko, Yunbum Kook, Kijung Shin
Incremental Lossless Graph Summarization. CoRR (2020)
Jihoon Ko, Yunbum Kook, Kijung Shin
Incremental Lossless Graph Summarization. KDD (2020)
Parinya Chalermsook, Syamantak Das, Bundit Laekhanukit, Yunbum Kook, Yang P. Liu, Richard Peng, Mark Sellke, Daniel Vaz
Vertex Sparsification for Edge Connectivity. CoRR (2020)