Picture for Charles C. Margossian

Charles C. Margossian

EigenVI: score-based variational inference with orthogonal function expansions

Add code
Oct 31, 2024
Viaarxiv icon

Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix

Add code
Oct 14, 2024
Viaarxiv icon

An Ordering of Divergences for Variational Inference with Factorized Gaussian Approximations

Add code
Mar 20, 2024
Viaarxiv icon

Listening to the Noise: Blind Denoising with Gibbs Diffusion

Add code
Feb 29, 2024
Viaarxiv icon

Batch and match: black-box variational inference with a score-based divergence

Add code
Feb 22, 2024
Viaarxiv icon

Amortized Variational Inference: When and Why?

Add code
Jul 20, 2023
Viaarxiv icon

The Shrinkage-Delinkage Trade-off: An Analysis of Factorized Gaussian Approximations for Variational Inference

Add code
Feb 17, 2023
Viaarxiv icon