Spectral Representation for Causal Estimation with Hidden Confounders

Spectral Representation for Causal Estimation with Hidden Confounders

15 July 2024

Arthur Gretton

Papers citing "Spectral Representation for Causal Estimation with Hidden Confounders"

4 / 4 papers shown

Title
Representation Learning via Non-Contrastive Mutual Information Z. Guo Bernardo Avila-Pires Khimya Khetarpal Dale Schuurmans Bo Dai SSL 51 0 0 23 Apr 2025
Spectral Representation Learning for Conditional Moment Models Ziyu Wang Yucen Luo Yueru Li Jun Zhu Bernhard Schölkopf CML 18 7 0 29 Oct 2022
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction Benjamin Kompa David R. Bellamy Thomas Kolokotrones J. M. Robins Andrew L. Beam 18 12 0 19 May 2022
Conditional mean embeddings as regressors - supplementary Steffen Grunewalder Guy Lever Luca Baldassarre Sam Patterson A. Gretton Massimiliano Pontil 74 143 0 21 May 2012