Conditional Independence Testing via Latent Representation Learning

4 September 2022

Papers citing "Conditional Independence Testing via Latent Representation Learning"

6 / 6 papers shown

Title
Amortized Conditional Independence Testing Bao Duong Nu Hoang T. Nguyen CML 50 0 0 28 Feb 2025
Deep Nonparametric Conditional Independence Tests for Images Marco Simnacher Xiangnan Xu Hani Park Christoph Lippert Sonja Greven 49 1 0 09 Nov 2024
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax I. Butakov Alexander Sememenko Alexander Tolmachev Andrey Gladkov Marina Munkhoeva Alexey Frolov 37 0 0 09 Oct 2024
Enabling Causal Discovery in Post-Nonlinear Models with Normalizing Flows Nu Hoang Bao Duong Thin Nguyen 37 0 0 06 Jul 2024
Heteroscedastic Causal Structure Learning Bao Duong T. Nguyen CML 19 2 0 16 Jul 2023
Diffeomorphic Information Neural Estimation Bao Duong T. Nguyen 21 6 0 20 Nov 2022