Reliable Decision Support using Counterfactual Models

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Reliable Decision Support using Counterfactual Models

30 March 2017

Peter F. Schulam

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Papers citing "Reliable Decision Support using Counterfactual Models"

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Title
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 98 392 0 21 Jan 2020
Dynamic Measurement Scheduling for Event Forecasting using Deep RL C. Chang Mingjie Mai Anna Goldenberg OffRL 78 19 0 24 Jan 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 493 5,178 0 19 Jun 2018
Constant-Time Predictive Distributions for Gaussian Processes Geoff Pleiss Jacob R. Gardner Kilian Q. Weinberger A. Wilson 67 96 0 16 Mar 2018
Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions Hossein Soleimani Adarsh Subbaswamy Suchi Saria CML 84 23 0 06 Apr 2017