Timothée Pouchon

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 6

Top Topics

Training Process

Recurrent Networks

Accurate Models

Top Venues

SIAM J. Numer. Anal.

Found. Comput. Math.

Publications

Benedict J. Leimkuhler, Tiffany J. Vlaar, Timothée Pouchon, Amos J. Storkey
Better Training using Weight-Constrained Stochastic Dynamics. ICML (2021)
Benedict J. Leimkuhler, Tiffany Vlaar, Timothée Pouchon, Amos J. Storkey
Better Training using Weight-Constrained Stochastic Dynamics. CoRR (2021)
Benedict J. Leimkuhler, Timothée Pouchon, Tiffany Vlaar, Amos J. Storkey
Constraint-Based Regularization of Neural Networks. CoRR (2020)
Assyr Abdulle, Timothée Pouchon
Effective Models and Numerical Homogenization for Wave Propagation in Heterogeneous Media on Arbitrary Timescales. Found. Comput. Math. 20 (6) (2020)
Assyr Abdulle, Timothée Pouchon
Effective Models for Long Time Wave Propagation in Locally Periodic Media. SIAM J. Numer. Anal. 56 (5) (2018)
Assyr Abdulle, Timothée Pouchon
A Priori Error Analysis of the Finite Element Heterogeneous Multiscale Method for the Wave Equation over Long Time. SIAM J. Numer. Anal. 54 (3) (2016)
Assyr Abdulle, Yun Bai, Timothée Pouchon
Reduced Basis Numerical Homogenization Method for the Multiscale Wave Equation. ENUMATH (2013)