Picture for Holden Lee

Holden Lee

Convergence Bounds for Sequential Monte Carlo on Multimodal Distributions using Soft Decomposition

May 29, 2024
Viaarxiv icon

Learning Mixtures of Gaussians Using Diffusion Models

Apr 29, 2024
Viaarxiv icon

How Flawed is ECE? An Analysis via Logit Smoothing

Feb 15, 2024
Figure 1 for How Flawed is ECE? An Analysis via Logit Smoothing
Figure 2 for How Flawed is ECE? An Analysis via Logit Smoothing
Figure 3 for How Flawed is ECE? An Analysis via Logit Smoothing
Figure 4 for How Flawed is ECE? An Analysis via Logit Smoothing
Viaarxiv icon

Principled Gradient-based Markov Chain Monte Carlo for Text Generation

Dec 29, 2023
Viaarxiv icon

Provable benefits of score matching

Jun 03, 2023
Viaarxiv icon

The probability flow ODE is provably fast

May 19, 2023
Figure 1 for The probability flow ODE is provably fast
Figure 2 for The probability flow ODE is provably fast
Viaarxiv icon

Improved Bound for Mixing Time of Parallel Tempering

Apr 03, 2023
Figure 1 for Improved Bound for Mixing Time of Parallel Tempering
Viaarxiv icon

Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions

Nov 03, 2022
Figure 1 for Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
Viaarxiv icon

Fisher information lower bounds for sampling

Oct 05, 2022
Viaarxiv icon

Convergence of score-based generative modeling for general data distributions

Oct 03, 2022
Viaarxiv icon