Weissmann, Simon

5 publications

TMLR 2025 Almost Sure Convergence of Stochastic Gradient Methods Under Gradient Domination Simon Weissmann, Sara Klein, Waïss Azizian, Leif Döring

NeurIPS 2025 Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization Sebastian Kassing, Simon Weissmann, Leif Döring

NeurIPS 2025 Structure Matters: Dynamic Policy Gradient Sara Klein, Xiangyuan Zhang, Tamer Basar, Simon Weissmann, Leif Döring

ICLR 2024 Beyond Stationarity: Convergence Analysis of Stochastic SoftMax Policy Gradient Methods Sara Klein, Simon Weissmann, Leif Döring

COLT 2022 Multilevel Optimization for Inverse Problems Simon Weissmann, Ashia Wilson, Jakob Zech