Targeting for long-term outcomes

Targeting for long-term outcomes

29 October 2020

Paramveer S. Dhillon

Papers citing "Targeting for long-term outcomes"

17 / 17 papers shown

Title
Ensemble sampling for linear bandits: small ensembles suffice David Janz A. Litvak Csaba Szepesvári 54 1 0 14 Nov 2023
Long-term Causal Inference Under Persistent Confounding via Data Combination Guido Imbens Nathan Kallus Xiaojie Mao Yuhao Wang CML 62 47 0 15 Feb 2022
Design and Evaluation of Personalized Free Trials Hema Yoganarasimhan E. Barzegary Abhishek Pani 15 11 0 24 Jun 2020
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 115 106 0 19 Sep 2019
Offline Multi-Action Policy Learning: Generalization and Optimization Zhengyuan Zhou Susan Athey Stefan Wager OffRL 57 120 0 10 Oct 2018
Bias and high-dimensional adjustment in observational studies of peer effects Dean Eckles E. Bakshy 33 61 0 14 Jun 2017
Ensemble Sampling Xiuyuan Lu Benjamin Van Roy 77 119 0 20 May 2017
Deep Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Daniel Russo Zheng Wen 71 302 0 22 Mar 2017
Locally Robust Semiparametric Estimation Victor Chernozhukov J. Escanciano Hidehiko Ichimura Whitney Newey J. M. Robins 72 206 0 29 Jul 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 361 37,815 0 09 Mar 2016
Deep Exploration via Bootstrapped DQN Ian Osband Charles Blundell Alexander Pritzel Benjamin Van Roy 63 1,302 0 15 Feb 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 150 2,474 0 14 Oct 2015
Principal causal effect identification and surrogate endpoint evaluation by multiple trials Zhichao Jiang Peng Ding Z. Geng CML 30 29 0 21 Jul 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 62 1,421 0 05 Apr 2015
Doubly Robust Policy Evaluation and Optimization Miroslav Dudík D. Erhan John Langford Lihong Li OffRL 120 285 0 10 Mar 2015
Thompson sampling with the online bootstrap Dean Eckles M. Kaptein 52 58 0 15 Oct 2014
Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations M. Farrell 111 343 0 18 Sep 2013