Generalizing Off-Policy Learning under Sample Selection Bias

2 December 2021

Papers citing "Generalizing Off-Policy Learning under Sample Selection Bias"

6 / 6 papers shown

Title
A Neural Framework for Generalized Causal Sensitivity Analysis Dennis Frauen F. Imrie Alicia Curth Valentyn Melnychuk Stefan Feuerriegel M. Schaar CML 31 10 0 27 Nov 2023
Addressing distributional shifts in operations management: The case of order fulfillment in customized production J. Senoner Bernhard Kratzwald Milan Kuzmanovic Torbjørn H. Netland Stefan Feuerriegel OOD 40 4 0 24 Apr 2023
Policy Learning under Biased Sample Selection Lihua Lei Roshni Sahoo Stefan Wager 30 13 0 23 Apr 2023
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects Tobias Hatt Jeroen Berrevoets Alicia Curth Stefan Feuerriegel M. Schaar CML 52 29 0 25 Feb 2022
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies Milan Kuzmanovic Tobias Hatt Stefan Feuerriegel CML 47 21 0 06 Dec 2021
Estimating Average Treatment Effects via Orthogonal Regularization Tobias Hatt Stefan Feuerriegel CML 153 35 0 21 Jan 2021