Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time

7 June 2023

Papers citing "Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time"

6 / 6 papers shown

Title
Stabilized Neural Prediction of Potential Outcomes in Continuous Time Konstantin Hess Stefan Feuerriegel 46 0 0 04 Oct 2024
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time Dennis Frauen Konstantin Hess Stefan Feuerriegel 35 5 0 07 Jul 2024
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift Vincent Jeanselme G. Martin Niels Peek M. Sperrin Brian D. M. Tom Jessica Barrett OOD 26 4 0 26 May 2022
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition Ahmed Alaa M. Schaar 29 12 0 24 Oct 2016
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 205 1,895 0 06 Jun 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 215 719 0 12 May 2016