Nikola Surjanovic

According to our database, Nikola Surjanovic authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AutoSGD: Automatic Learning Rate Selection for Stochastic Gradient Descent.

Nikola Surjanovic, Alexandre Bouchard-Côté, Trevor Campbell

CoRR, May, 2025

Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?

Son Luu, Zuheng Xu, Nikola Surjanovic, Miguel Biron-Lattes, Trevor Campbell, Alexandre Bouchard-Côté

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

AutoStep: Locally adaptive involutive MCMC.

Tiange Liu, Nikola Surjanovic, Miguel Biron-Lattes, Alexandre Bouchard-Côté, Trevor Campbell

CoRR, 2024

Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests.

Nikola Surjanovic, Andrew J. Henrey, Thomas M. Loughin

CoRR, 2024

MCMC-driven learning.

Alexandre Bouchard-Côté, Trevor Campbell, Geoff Pleiss, Nikola Surjanovic

CoRR, 2024

autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm.

Miguel Biron-Lattes, Nikola Surjanovic, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Pigeons.jl: Distributed Sampling From Intractable Distributions.

Nikola Surjanovic, Miguel Biron-Lattes, Paul Tiede, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté

CoRR, 2023

2022

Parallel Tempering With a Variational Reference.

Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Côté, Trevor Campbell

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022