Fabian Pedregosa
27 papers · 2011–2024 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 10 separate collaboration groups - the largest holds only 44% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Fabian Pedregosa?
3 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Damien Scieur, Simon Lacoste-Julien, Gauthier Gidel
12 papers
· 2017–2022
· ICML, AISTATS, NeurIPS
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Only tails matter: Average-Case Universality and Robustness in the Convex Regime
ICML 2022
Super-Acceleration with Cyclical Step-sizes
AISTATS 2022
The Curse of Unrolling: Rate of Differentiating Through Optimization
NeurIPS 2022
Average-case Acceleration for Bilinear Games and Normal Matrices
ICLR 2021
SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality
COLT 2021
Acceleration through spectral density estimation
ICML 2020
Universal Average-Case Optimality of Polyak Momentum
ICML 2020
Adaptive Three Operator Splitting
ICML 2018
Frank-Wolfe Splitting via Augmented Lagrangian Method
AISTATS 2018
Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods
JMLR 2018
ASAGA: Asynchronous Parallel SAGA
AISTATS 2017
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization
NeurIPS 2017
7 papers whose co-authors appear nowhere else under this name
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces
AISTATS 2023
GradMax: Growing Neural Networks using Gradient Information
ICLR 2022
On Implicit Bias in Overparameterized Bilevel Optimization
ICML 2022
On the interplay between noise and curvature and its effect on optimization and generalization
AISTATS 2020
Proximal Splitting Meets Variance Reduction
AISTATS 2019
Frank-Wolfe with Subsampling Oracle
ICML 2018
Hyperparameter optimization with approximate gradient
ICML 2016