MALTS: Matching After Learning to Stretch

18 November 2018

Papers citing "MALTS: Matching After Learning to Stretch"

8 / 8 papers shown

Title
Safe and Interpretable Estimation of Optimal Treatment Regimes Harsh Parikh Quinn Lanners Zade Akras Sahar F. Zafar M. P. M. Brandon Westover Cynthia Rudin A. Volfovsky OffRL 30 1 0 23 Oct 2023
A Double Machine Learning Approach to Combining Experimental and Observational Data Harsh Parikh Marco Morucci Vittorio Orlandi Sudeepa Roy Cynthia Rudin A. Volfovsky 47 8 0 04 Jul 2023
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design Ali Behrouz Mathias Lécuyer Cynthia Rudin Margo Seltzer OffRL 50 2 0 13 Oct 2022
Estimating causal effects with optimization-based methods: A review and empirical comparison Martin Cousineau V. Verter Susan Murphy J. Pineau CML 40 9 0 28 Feb 2022
Validating Causal Inference Methods Harsh Parikh Carlos Varjao Louise Xu E. T. Tchetgen CML 75 21 0 09 Feb 2022
dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference Neha R. Gupta Vittorio Orlandi Chia-Rui Chang Tianyu Wang Marco Morucci ... Xian Sun Angikar Ghosal Sudeepa Roy Cynthia Rudin A. Volfovsky CML AI4CE 25 4 0 06 Jan 2021
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation Marco Morucci Vittorio Orlandi Sudeepa Roy Cynthia Rudin A. Volfovsky CML 50 15 0 03 Mar 2020
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 109 51 0 19 Jul 2017