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Kernel Single Proxy Control for Deterministic Confounding

Kernel Single Proxy Control for Deterministic Confounding

8 August 2023
Liyuan Xu
A. Gretton
    CML
ArXivPDFHTML

Papers citing "Kernel Single Proxy Control for Deterministic Confounding"

4 / 4 papers shown
Title
Scalable Out-of-distribution Robustness in the Presence of Unobserved
  Confounders
Scalable Out-of-distribution Robustness in the Presence of Unobserved Confounders
Parjanya Prashant
Seyedeh Baharan Khatami
Bruno Ribeiro
Babak Salimi
60
0
0
29 Nov 2024
Proxy Methods for Domain Adaptation
Proxy Methods for Domain Adaptation
Katherine Tsai
Stephen R. Pfohl
Olawale Salaudeen
Nicole Chiou
Matt J. Kusner
Alexander DÁmour
Oluwasanmi Koyejo
Arthur Gretton
OOD
24
2
0
12 Mar 2024
Deep Learning Methods for Proximal Inference via Maximum Moment
  Restriction
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
Benjamin Kompa
David R. Bellamy
Thomas Kolokotrones
J. M. Robins
Andrew L. Beam
26
12
0
19 May 2022
Conditional mean embeddings as regressors - supplementary
Conditional mean embeddings as regressors - supplementary
Steffen Grunewalder
Guy Lever
Luca Baldassarre
Sam Patterson
A. Gretton
Massimiliano Pontil
80
143
0
21 May 2012
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