Learning Optimal Prescriptive Trees from Observational Data

31 August 2021

Papers citing "Learning Optimal Prescriptive Trees from Observational Data"

6 / 6 papers shown

Title
Learning Fair Policies for Multi-stage Selection Problems from Observational Data Zhuangzhuang Jia G. A. Hanasusanto P. Vayanos Weijun Xie FaML 23 2 0 20 Dec 2023
Learning Optimal Classification Trees Robust to Distribution Shifts Nathan Justin S. Aghaei Andrés Gómez P. Vayanos OOD 47 0 0 26 Oct 2023
Learning Prescriptive ReLU Networks Wei-Ju Sun Asterios Tsiourvas 26 2 0 01 Jun 2023
Tight Mixed-Integer Optimization Formulations for Prescriptive Trees Max Biggs Georgia Perakis 16 1 0 28 Feb 2023
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery Aida Rahmattalabi P. Vayanos Kathryn Dullerud Eric Rice 29 20 0 25 Jan 2022
Interpretable Personalized Experimentation Han Wu S. Tan Weiwei Li Mia Garrard Adam Obeng Drew Dimmery Shaun Singh Hanson Wang Daniel R. Jiang E. Bakshy 33 5 0 05 Nov 2021