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B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under
  Hidden Confounding

B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding

20 April 2023
M. Oprescu
Jacob Dorn
Marah Ghoummaid
Andrew Jesson
Nathan Kallus
Uri Shalit
    CML
    FedML
ArXivPDFHTML

Papers citing "B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding"

2 / 2 papers shown
Title
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Valentyn Melnychuk
Stefan Feuerriegel
M. Schaar
CML
54
2
0
05 Nov 2024
Bounds on Representation-Induced Confounding Bias for Treatment Effect
  Estimation
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation
Valentyn Melnychuk
Dennis Frauen
Stefan Feuerriegel
CML
27
9
0
19 Nov 2023
1