A Versatile Causal Discovery Framework to Allow Causally-Related Hidden
Variables

A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

18 December 2023

Xinshuai Dong

Xiangchen Song

Roberto Legaspi

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Papers citing "A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables"

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Title
The Third Pillar of Causal Analysis? A Measurement Perspective on Causal Representations Dingling Yao Shimeng Huang Riccardo Cadei Kun Zhang Francesco Locatello CML 130 0 0 23 May 2025
Differentiable Causal Discovery For Latent Hierarchical Causal Models Parjanya Prashant Ignavier Ng Kun Zhang Zhen Zhang CML 338 0 0 29 Nov 2024
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery Yingyu Lin Yuxing Huang Wenqin Liu Haoran Deng Ignavier Ng Kun Zhang Biwei Huang Yi-An Ma Zhen Zhang 110 1 0 08 Oct 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 132 5 0 01 Jun 2024
Causal Representation Learning from Multiple Distributions: A General Setting Kun Zhang Shaoan Xie Ignavier Ng Yujia Zheng CML OOD 116 23 0 07 Feb 2024
Discovery of the Hidden World with Large Language Models Chenxi Liu Yongqiang Chen Tongliang Liu Biwei Huang James Cheng Bo Han Kun Zhang CML 118 13 0 06 Feb 2024
On the Three Demons in Causality in Finance: Time Resolution, Nonstationarity, and Latent Factors Xinshuai Dong Haoyue Dai Yewen Fan Songyao Jin Sathyamoorthy Rajendran Kun Zhang CML 83 1 0 28 Dec 2023