8 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Generative models for simulation based filtering: Formulations and Empirical Comparisons
Mohammad Al-Jarrah, Wei Deng, Bamdad Hosseini +1
This letter presents a unified formulation and a controlled numerical comparison of generative-model approaches to the nonlinear filtering problem. Under this formulation the analy…
cs.LG2025
Optimal Stochastic Trace Estimation in Generative Modeling
Xinyang Liu, Hengrong Du, Wei Deng +1
Hutchinson estimators are widely employed in training divergence-based likelihoods for diffusion models to ensure optimal transport (OT) properties. However, this estimator often s…
cs.MS2024★ 8 cited
BlackJAX: Composable Bayesian inference in JAX
Alberto Cabezas, Adrien Corenflos, Junpeng Lao +19
BlackJAX is a library implementing sampling and variational inference algorithms commonly used in Bayesian computation. It is designed for ease of use, speed, and modularity by tak…