Döring, Leif

6 publications

ICML 2025 ADDQ: Adaptive Distributional Double Q-Learning Leif Döring, Benedikt Wille, Maximilian Birr, Mihail Bı̂rsan, Martin Slowik

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

NeurIPS 2024 Random Function Descent Felix Benning, Leif Döring