Daniel Paulin

3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (11)

Conferences

JMLR (2) AISTATS (1)

Top co-authors

Peter A. Whalley (2) Benedict J. Leimkuhler (1) Neil K. Chada (1) Maxime Vono (1) Arnaud Doucet (1)

Keywords

wasserstein distance (1) bayesian inference (1) high-dimensional inference (1) markov chain monte carlo (1) posterior distribution (1) numerical approximation (1) convergence rate (1) stochastic differential equation (1) split gibbs sampler (1) ergodic process (1)

Papers

Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics AISTATS 2025

Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations" JMLR 2024

Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022