Login / Signup
Pierre Bras
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 7
Top Topics
Neural Network
Multiplicative Noise
Variance Reduction
Computationally Expensive
Top Venues
CoRR
INNS DLIA@IJCNN
Monte Carlo Methods Appl.
Math. Comput.
</>
Publications
</>
Pierre Bras
,
Gilles Pagès
Convergence of Langevin-simulated annealing algorithms with multiplicative noise.
Math. Comput.
93 (348) (2024)
Pierre Bras
,
Gilles Pagès
Langevin Algorithms for Markovian Neural Networks and Deep Stochastic Control.
IJCNN
(2023)
Pierre Bras
,
Gilles Pagès
Convergence of Langevin-simulated annealing algorithms with multiplicative noise II: Total variation.
Monte Carlo Methods Appl.
29 (3) (2023)
Pierre Bras
,
Gilles Pagès
Policy Gradient Optimal Correlation Search for Variance Reduction in Monte Carlo simulation and Maximum Optimal Transport.
CoRR
(2023)
Pierre Bras
Langevin Algorithms for Very Deep Neural Networks with Application to Image Classification.
INNS DLIA@IJCNN
(2023)
Pierre Bras
Langevin algorithms for Markovian Neural Networks and Deep Stochastic control.
CoRR
(2022)
Pierre Bras
Langevin algorithms for very deep Neural Networks with application to image classification.
CoRR
(2022)