Miguel Biron-Lattes

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

AISTATS (2) ICML (1)

Top co-authors

Alexandre Bouchard-côté (3) Nikola Surjanovic (3) Trevor Campbell (3) Saifuddin Syed (1) Tiange Liu (1) Son Luu (1) Zuheng Xu (1)

Keywords

stochastic gradient (1) bayesian inference (1) markov chain monte carlo (1) effective sample size (1) step size adaptation (1) convergence rate (1) target distribution (1) metropolis-adjusted langevin algorithm (1)

Papers

Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs? AISTATS 2025

AutoStep: Locally adaptive involutive MCMC ICML 2025

autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm AISTATS 2024