Doubly Robust Off-Policy Learning on Low-Dimensional Manifolds by Deep Neural Networks

3 November 2020

Papers citing "Doubly Robust Off-Policy Learning on Low-Dimensional Manifolds by Deep Neural Networks"

8 / 8 papers shown

Title
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects Zijun Gao Yanjun Han CML 29 16 0 15 Feb 2020
Kernel Optimal Orthogonality Weighting: A Balancing Approach to Estimating Effects of Continuous Treatments Nathan Kallus Michele Santacatterina CML 74 20 0 26 Oct 2019
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers Zeyuan Allen-Zhu Yuanzhi Li Yingyu Liang MLT 183 769 0 12 Nov 2018
Deep Neural Networks for Estimation and Inference M. Farrell Tengyuan Liang S. Misra BDL 166 254 0 26 Sep 2018
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 336 4,625 0 10 Nov 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 280 729 0 12 May 2016
Algorithms for multi-armed bandit problems Volodymyr Kuleshov Doina Precup 134 350 0 25 Feb 2014
The Offset Tree for Learning with Partial Labels A. Beygelzimer John Langford 302 185 0 21 Dec 2008