Spotlight "sample complexity analysis" Papers

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On Feasible Rewards in Multi-Agent Inverse Reinforcement Learning

Till Freihaut, Giorgia Ramponi

NEURIPS 2025spotlightarXiv:2411.15046
2
citations

The Generative Leap: Tight Sample Complexity for Efficiently Learning Gaussian Multi-Index Models

Alex Damian, Jason Lee, Joan Bruna

NEURIPS 2025spotlight
2
citations

How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model

Umberto Tomasini, Matthieu Wyart

ICML 2024spotlightarXiv:2404.10727
7
citations