Miguel Biron-Lattes

According to our database, Miguel Biron-Lattes authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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

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

Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations.

Miguel Biron-Lattes, Alexandre Bouchard-Côté, Trevor Campbell

J. Comput. Graph. Stat., April, 2023

Pigeons.jl: Distributed Sampling From Intractable Distributions.

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

CoRR, 2023