Nikola Surjanovic

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

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

AISTATS (2) ICML (1) NIPS (1)

Top co-authors

Trevor Campbell (4) Alexandre Bouchard-côté (4) Miguel Biron-Lattes (3) Saifuddin Syed (2) Tiange Liu (1) Son Luu (1) Zuheng Xu (1)

Keywords

bayesian inference (2) markov chain monte carlo (2) effective sample size (1) step size adaptation (1) convergence rate (1) target distribution (1) metropolis-adjusted langevin algorithm (1) stochastic gradient (1) parallel tempering (1) variational inference (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

Parallel Tempering With a Variational Reference NIPS 2022