Causal Rule Sets for Identifying Subgroups with Enhanced Treatment
Effect

Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect

16 October 2017

Papers citing "Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect"

15 / 15 papers shown

Title
Identifying treatment response subgroups in observational time-to-event data Vincent Jeanselme Chang Ho Yoon Fabian Falck Brian D. M. Tom Jessica Barrett OOD CML 115 0 0 06 Aug 2024
Generalized and Scalable Optimal Sparse Decision Trees Jimmy J. Lin Chudi Zhong Diane Hu Cynthia Rudin Margo Seltzer 52 144 0 15 Jun 2020
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation Marco Morucci Vittorio Orlandi Sudeepa Roy Cynthia Rudin A. Volfovsky CML 35 15 0 03 Mar 2020
Interpretable Companions for Black-Box Models Dan-qing Pan Tong Wang Satoshi Hara FaML 27 8 0 10 Feb 2020
Generalized Linear Rule Models Dennis L. Wei S. Dash Tian Gao Oktay Gunluk 48 63 0 05 Jun 2019
Hybrid Predictive Model: When an Interpretable Model Collaborates with a Black-box Model Tong Wang Qihang Lin 109 19 0 10 May 2019
Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines Chirag Nagpal Dennis L. Wei B. Vinzamuri Monica Shekhar Sara E. Berger Subhro Das Kush R. Varshney CML 26 25 0 08 May 2019
Optimal Sparse Decision Trees Xiyang Hu Cynthia Rudin Margo Seltzer 115 174 0 29 Apr 2019
Boolean Decision Rules via Column Generation S. Dash Oktay Gunluk Dennis L. Wei 63 174 0 24 May 2018
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference Tianyu Wang Cynthia Rudin M. Usaid Awan Yameng Liu Sudeepa Roy Cynthia Rudin A. Volfovsky 31 51 0 19 Jul 2017
Scalable Bayesian Rule Lists Hongyu Yang Cynthia Rudin Margo Seltzer TPM 46 211 0 27 Feb 2016
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model Benjamin Letham Cynthia Rudin Tyler H. McCormick D. Madigan FAtt 62 743 0 05 Nov 2015
Causal Falling Rule Lists Fulton Wang Cynthia Rudin CML 48 21 0 18 Oct 2015
Falling Rule Lists Fulton Wang Cynthia Rudin 52 258 0 21 Nov 2014
Expert-Guided Subgroup Discovery: Methodology and Application D. Gamberger Nada Lavrac 69 221 0 22 Jun 2011