Optimal Policy Trees

3 December 2020

Papers citing "Optimal Policy Trees"

8 / 8 papers shown

Title
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing Max Biggs Wei-Ju Sun M. Ettl 47 35 0 03 Jul 2020
Offline Multi-Action Policy Learning: Generalization and Optimization Zhengyuan Zhou Susan Athey Stefan Wager OffRL 63 121 0 10 Oct 2018
Some methods for heterogeneous treatment effect estimation in high-dimensions Scott Powers Junyang Qian Kenneth Jung Alejandro Schuler N. Shah Trevor Hastie Robert Tibshirani CML 56 219 0 01 Jul 2017
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 397 183 0 09 Feb 2017
Recursive Partitioning for Personalization using Observational Data Nathan Kallus CML 196 99 0 31 Aug 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 681 38,735 0 09 Mar 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 300 2,483 0 14 Oct 2015
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 299 697 0 23 Mar 2011