Fast rates for noisy interpolation require rethinking the effect of inductive bias. - Konstantin Donhauser; Nicolò Ruggeri; Stefan Stojanovic; Fanny Yang (ICML, 2022)

Fast rates for noisy interpolation require rethinking the effects of inductive bias. - Konstantin Donhauser; Nicolò Ruggeri; Stefan Stojanovic; Fanny Yang (CoRR, 2022)

Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning. - Stefan Stojanovic; Yassir Jedra; Alexandre Proutière (NeurIPS, 2023)

Tight bounds for maximum ℓ1-margin classifiers. - Stefan Stojanovic; Konstantin Donhauser; Fanny Yang (ALT, 2024)

Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery. - Yassir Jedra; William Réveillard; Stefan Stojanovic; Alexandre Proutière (ICML, 2024)

Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation. - Stefan Stojanovic; Yassir Jedra; Alexandre Proutière (NeurIPS, 2024)