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Introduction
Fabian Pedregosa · Courtney Paquette
Author Information
Fabian Pedregosa (Google)
Courtney Paquette (McGill University)
More from the Same Authors
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2023 Workshop: HiLD: High-dimensional Learning Dynamics Workshop »
Courtney Paquette · Zhenyu Liao · Mihai Nica · Elliot Paquette · Andrew Saxe · Rene Vidal -
2022 Poster: Only tails matter: Average-Case Universality and Robustness in the Convex Regime »
LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette -
2022 Poster: On Implicit Bias in Overparameterized Bilevel Optimization »
Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse -
2022 Spotlight: On Implicit Bias in Overparameterized Bilevel Optimization »
Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse -
2022 Spotlight: Only tails matter: Average-Case Universality and Robustness in the Convex Regime »
LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette -
2021 : SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality »
Courtney Paquette -
2021 Tutorial: Random Matrix Theory and ML (RMT+ML) »
Fabian Pedregosa · Courtney Paquette · Thomas Trogdon · Jeffrey Pennington -
2020 Poster: Acceleration through spectral density estimation »
Fabian Pedregosa · Damien Scieur -
2020 Poster: Universal Asymptotic Optimality of Polyak Momentum »
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2020 Poster: Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization »
Geoffrey Negiar · Gideon Dresdner · Alicia Yi-Ting Tsai · Laurent El Ghaoui · Francesco Locatello · Robert Freund · Fabian Pedregosa