Adrien Taylor

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 13

Top Topics

Benchmark Datasets

Significant Improvement

Linear Complementarity Problem

Top Venues

Found. Trends Optim.

Publications

Eduard Gorbunov, Adrien Taylor, Gauthier Gidel
Last-Iterate Convergence of Optimistic Gradient Method for Monotone Variational Inequalities. NeurIPS (2022)
Alexandre d'Aspremont, Damien Scieur, Adrien Taylor
Acceleration Methods. CoRR (2021)
Mathieu Even, Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Pierre Gaillard, Hadrien Hendrikx, Laurent Massoulié, Adrien Taylor
A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip. CoRR (2021)
Alexandre d'Aspremont, Damien Scieur, Adrien Taylor
Acceleration Methods. Found. Trends Optim. 5 (1-2) (2021)
Raphaël Berthier, Francis R. Bach, Nicolas Flammarion, Pierre Gaillard, Adrien Taylor
A Continuized View on Nesterov Acceleration. CoRR (2021)
Mathieu Barré, Adrien Taylor, Alexandre d'Aspremont
Convergence of Constrained Anderson Acceleration. CoRR (2020)
Mathieu Barré, Adrien Taylor, Alexandre d'Aspremont
Complexity Guarantees for Polyak Steps with Momentum. COLT (2020)
Mathieu Barré, Adrien Taylor, Alexandre d'Aspremont
Complexity Guarantees for Polyak Steps with Momentum. CoRR (2020)
Mathieu Barré, Adrien Taylor, Francis R. Bach
Principled Analyses and Design of First-Order Methods with Inexact Proximal Operators. CoRR (2020)
Adrien Taylor, Francis R. Bach
Stochastic first-order methods: non-asymptotic and computer-aided analyses via potential functions. COLT (2019)
Radu-Alexandru Dragomir, Adrien Taylor, Alexandre d'Aspremont, Jérôme Bolte
Optimal Complexity and Certification of Bregman First-Order Methods. CoRR (2019)
Adrien Taylor, Francis R. Bach
Stochastic first-order methods: non-asymptotic and computer-aided analyses via potential functions. CoRR (2019)
Adrien Taylor, Bryan Van Scoy, Laurent Lessard
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees. ICML (2018)