Picture for Yunbum Kook

Yunbum Kook

In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies

Add code
May 02, 2024
Figure 1 for In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
Figure 2 for In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
Viaarxiv icon

Sampling from the Mean-Field Stationary Distribution

Add code
Feb 18, 2024
Figure 1 for Sampling from the Mean-Field Stationary Distribution
Viaarxiv icon

Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise

Add code
Feb 02, 2024
Viaarxiv icon

Efficiently Sampling the PSD Cone with the Metric Dikin Walk

Add code
Aug 09, 2023
Figure 1 for Efficiently Sampling the PSD Cone with the Metric Dikin Walk
Figure 2 for Efficiently Sampling the PSD Cone with the Metric Dikin Walk
Figure 3 for Efficiently Sampling the PSD Cone with the Metric Dikin Walk
Figure 4 for Efficiently Sampling the PSD Cone with the Metric Dikin Walk
Viaarxiv icon

Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators

Add code
Oct 13, 2022
Figure 1 for Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators
Viaarxiv icon

Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space

Add code
Feb 03, 2022
Figure 1 for Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Figure 2 for Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Figure 3 for Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Figure 4 for Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
Viaarxiv icon