Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters

8 April 2021

Papers citing "Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters"

6 / 6 papers shown

Title
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management Shuyi Chen Ferdinando Fioretto Feng Qiu Shixiang Zhu 75 2 0 25 Feb 2025
A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling Théo Verhelst Denis Mercier Jeevan Shrestha Gianluca Bontempi 26 1 0 12 Dec 2023
Meta-analysis of individualized treatment rules via sign-coherency Jay Jojo Cheng J. Huling Guanhua Chen 35 0 0 28 Nov 2022
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment Théo Verhelst Denis Mercier Jeevan Shrestha Gianluca Bontempi CML 14 2 0 14 Nov 2022
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions Nina Deliu Joseph Jay Williams B. Chakraborty OffRL 30 5 0 04 Mar 2022
A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling Eustache Diemert Artem Betlei Christophe Renaudin Massih-Reza Amini T. Gregoir Thibaud Rahier CML 33 10 0 19 Nov 2021