"statistical complexity" Papers

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Learning single index models via harmonic decomposition

Nirmit Joshi, Hugo Koubbi, Theodor Misiakiewicz et al.

NEURIPS 2025arXiv:2506.09887
5
citations

Factored-Reward Bandits with Intermediate Observations

Marco Mussi, Simone Drago, Marcello Restelli et al.

ICML 2024

On The Statistical Complexity of Offline Decision-Making

Thanh Nguyen-Tang, Raman Arora

ICML 2024arXiv:2501.06339
2
citations

Rich-Observation Reinforcement Learning with Continuous Latent Dynamics

Yuda Song, Lili Wu, Dylan Foster et al.

ICML 2024arXiv:2405.19269
2
citations