Yunbum Kook
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
COLT (3)
ICML (2)
NIPS (2)
Top co-authors
Keywords
markov chain monte carlo
(2)
riemannian hamiltonian monte carlo
(2)
systems biology
(1)
stationary distribution
(1)
markov chain sampling
(1)
mixing time
(1)
constrained sampling
(1)
diffusion model
(1)
convex body
(1)
dikin walk
(1)
log-concave sampling
(1)
monte carlo method
(1)
sampling algorithm
(1)
interior point method
(1)
numerical integrator
(1)
high-dimensional sampling
(1)
self-concordant barrier
(1)
propagation of chao
(1)
logconcave sampling
(1)
mean-field stochastic differential equation
(1)
Papers
Fast Tensor Completion via Approximate Richardson Iteration
ICML 2025
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
NIPS 2024
Sampling from the Mean-Field Stationary Distribution
COLT 2024
Gaussian Cooling and Dikin Walks: The Interior-Point Method for Logconcave Sampling
COLT 2024
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
ICML 2024
Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators
COLT 2023
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
NIPS 2022