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Causal effects based on distributional distances
v1v2 (latest)

Causal effects based on distributional distances

8 June 2018
Kwangho Kim
Jisu Kim
Edward H. Kennedy
    CML
ArXiv (abs)PDFHTML

Papers citing "Causal effects based on distributional distances"

4 / 4 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
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy
  Learning
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning
K. Kim
J. Zubizarreta
89
7
0
06 Jun 2023
Semiparametric counterfactual density estimation
Semiparametric counterfactual density estimation
Edward H. Kennedy
Sivaraman Balakrishnan
Larry A. Wasserman
170
57
0
24 Feb 2021
Conditional Distributional Treatment Effect with Kernel Conditional Mean
  Embeddings and U-Statistic Regression
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
Junhyung Park
Uri Shalit
Bernhard Schölkopf
Krikamol Muandet
CML
112
33
0
16 Feb 2021
1