Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions

6 April 2017

Papers citing "Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions"

4 / 4 papers shown

Title
Neural graphical modelling in continuous-time: consistency guarantees and algorithms Alexis Bellot K. Branson M. Schaar CML AI4TS 29 44 0 06 May 2021
A scoping review of causal methods enabling predictions under hypothetical interventions Lijing Lin M. Sperrin David A. Jenkins G. Martin Niels Peek CML AI4CE 22 2 0 19 Nov 2020
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations Ioana Bica Ahmed Alaa James Jordon M. Schaar BDL CML 16 180 0 10 Feb 2020
SNODE: Spectral Discretization of Neural ODEs for System Identification A. Quaglino Marco Gallieri Jonathan Masci Jan Koutník AI4TS 31 48 0 17 Jun 2019