Surjanovic, Nikola

4 publications

ICML 2025 AutoStep: Locally Adaptive Involutive MCMC Tiange Liu, Nikola Surjanovic, Miguel Biron-Lattes, Alexandre Bouchard-Cote, Trevor Campbell

AISTATS 2025 Is Gibbs Sampling Faster than Hamiltonian Monte Carlo on GLMs? Son Luu, Zuheng Xu, Nikola Surjanovic, Miguel Biron-Lattes, Trevor Campbell, Alexandre Bouchard-Cote

AISTATS 2024 autoMALA: Locally Adaptive Metropolis-Adjusted Langevin Algorithm Miguel Biron-Lattes, Nikola Surjanovic, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Cote

NeurIPS 2022 Parallel Tempering with a Variational Reference Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Côté, Trevor Campbell