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Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM
26 July 2023
Guillaume Garrigos
Robert Mansel Gower
Fabian Schaipp
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Papers citing
"Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM"
3 / 3 papers shown
Title
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
Dimitris Oikonomou
Nicolas Loizou
53
4
0
06 Jun 2024
A Stochastic Bundle Method for Interpolating Networks
Alasdair Paren
Leonard Berrada
Rudra P. K. Poudel
M. P. Kumar
24
4
0
29 Jan 2022
Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization
Karan N. Chadha
Gary Cheng
John C. Duchi
49
16
0
07 Jan 2021
1