Publications
- SGD with Clipping is Secretly Estimating the Median Gradient, Schaipp F, Garrigos G, Simsekli U, Gower R. Arxiv preprint 2024.
- A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction, Milzarek A, Schaipp F, Ulbrich M. SIOPT 2024.
- Robust gradient estimation in the presence of heavy-tailed noise, Schaipp F, Simsekli U, Gower R. NeurIPS Workshop Heavy Tails in Machine Learning 2023.
- MoMo: Momentum Models for Adaptive Learning Rates, Schaipp F, Ohana R, Eickenberg M, Defazio A, Gower R. Arxiv preprint 2023.
- A Stochastic Proximal Polyak Step Size, Schaipp F, Gower R, Ulbrich M. TMLR 2023.
- GGLasso - a Python package for General Graphical Lasso computation, Schaipp F, Vlasovets O, Müller C. JOSS 2022.