Fabian Schaipp | DeepAI

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Featured Co-authors

Robert M. Gower
22 publications
Christian L. Müller
15 publications
Andre Milzarek
7 publications
Guillaume Garrigos
5 publications
Michael Ulbrich
3 publications
Oleg Vlasovets
1 publication

research

∙ 07/26/2023

Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM

Here we develop variants of SGD (stochastic gradient descent) with an ad...

0 Guillaume Garrigos, et al. ∙

research

∙ 01/12/2023

A Stochastic Proximal Polyak Step Size

Recently, the stochastic Polyak step size (SPS) has emerged as a competi...

0 Fabian Schaipp, et al. ∙

research

∙ 04/01/2022

A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction

We develop an implementable stochastic proximal point (SPP) method for a...

0 Andre Milzarek, et al. ∙

research

∙ 10/20/2021

GGLasso – a Python package for General Graphical Lasso computation

We introduce GGLasso, a Python package for solving General Graphical Las...

0 Fabian Schaipp, et al. ∙