Upper bounds on the Natarajan dimensions of some function classes

15 September 2022

Papers citing "Upper bounds on the Natarajan dimensions of some function classes"

6 / 6 papers shown

Title
Adaptive Experimental Design for Policy Learning Masahiro Kato Kyohei Okumura Takuya Ishihara Toru Kitagawa OffRL 31 0 0 08 Jan 2024
Statistical learning by sparse deep neural networks Felix Abramovich BDL 6 1 0 15 Nov 2023
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization Sanath Kumar Krishnamurthy Ruohan Zhan Susan Athey Emma Brunskill 17 6 0 05 Jul 2023
Policy learning "without'' overlap: Pessimism and generalized empirical Bernstein's inequality Ying Jin Zhimei Ren Zhuoran Yang Zhaoran Wang OffRL 6 25 0 19 Dec 2022
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective Sanath Kumar Krishnamurthy Adrienne Margaret Propp Susan Athey 15 3 0 11 Jun 2021
Policy Learning with Adaptively Collected Data Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou OffRL 19 26 0 05 May 2021