Stojanovic, Stefan

6 publications

NeurIPS 2025 Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning Bastien Dubail, Stefan Stojanovic, Alexandre Proutiere

ICML 2024 Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery Yassir Jedra, William Réveillard, Stefan Stojanovic, Alexandre Proutiere

NeurIPS 2024 Model-Free Low-Rank Reinforcement Learning via Leveraged Entry-Wise Matrix Estimation Stefan Stojanovic, Yassir Jedra, Alexandre Proutiere

ALT 2024 Tight Bounds for Maximum $\ell_1$-Margin Classifiers Stefan Stojanovic, Konstantin Donhauser, Fanny Yang

NeurIPS 2023 Spectral Entry-Wise Matrix Estimation for Low-Rank Reinforcement Learning Stefan Stojanovic, Yassir Jedra, Alexandre Proutiere

ICML 2022 Fast Rates for Noisy Interpolation Require Rethinking the Effect of Inductive Bias Konstantin Donhauser, Nicolò Ruggeri, Stefan Stojanovic, Fanny Yang