Nicolas Brosse

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 4

Top Topics

Learning Algorithm

Nearest Neighbor Classifier

Monte Carlo Methods

Top Venues

Publications

Nicolas Brosse, Carlos Riquelme, Alice Martin, Sylvain Gelly, Eric Moulines
On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty Estimation. CoRR (2020)
Nicolas Brosse, Alain Durmus, Eric Moulines
The promises and pitfalls of Stochastic Gradient Langevin Dynamics. CoRR (2018)
Nicolas Brosse, Alain Durmus, Eric Moulines
The promises and pitfalls of Stochastic Gradient Langevin Dynamics. NeurIPS (2018)
Nicolas Brosse, Alain Durmus, Eric Moulines, Marcelo Pereyra
Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo. COLT (2017)