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A Neural Framework for Generalized Causal Sensitivity Analysis
v1v2 (latest)

A Neural Framework for Generalized Causal Sensitivity Analysis

27 November 2023
Dennis Frauen
F. Imrie
Alicia Curth
Valentyn Melnychuk
Stefan Feuerriegel
M. Schaar
    CML
ArXiv (abs)PDFHTML

Papers citing "A Neural Framework for Generalized Causal Sensitivity Analysis"

3 / 3 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
Mihaela van der Schaar
CML
272
5
0
05 Nov 2024
Consistency of Neural Causal Partial Identification
Consistency of Neural Causal Partial Identification
Jiyuan Tan
Jose Blanchet
Vasilis Syrgkanis
CML
109
0
0
24 May 2024
Partial Counterfactual Identification of Continuous Outcomes with a
  Curvature Sensitivity Model
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model
Valentyn Melnychuk
Dennis Frauen
Stefan Feuerriegel
120
11
0
02 Jun 2023
1