Nonparametric Conditional Local Independence Testing

25 March 2022

Papers citing "Nonparametric Conditional Local Independence Testing"

9 / 9 papers shown

Title
An Asymmetric Independence Model for Causal Discovery on Path Spaces Georg Manten Cecilia Casolo Søren Wengel Mogensen Niki Kilbertus 66 0 0 12 Mar 2025
Dynamic Structural Causal Models Philip A. Boeken Joris M. Mooij 44 2 0 03 Jun 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 44 8 0 28 Feb 2024
Efficient adjustment for complex covariates: Gaining efficiency with DOPE Alexander Mangulad Christgau Niels Richard Hansen 45 2 0 20 Feb 2024
Distribution-uniform anytime-valid sequential inference Ian Waudby-Smith Edward H. Kennedy Aaditya Ramdas 24 0 0 06 Nov 2023
Causal Discovery via Conditional Independence Testing with Proxy Variables Mingzhou Liu Xinwei Sun Yu Qiao Yizhou Wang CML 16 2 0 09 May 2023
Weak equivalence of local independence graphs Søren Wengel Mogensen 21 3 0 24 Feb 2023
THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences Ruichu Cai Siyu Wu Jie Qiao Z. Hao Keli Zhang Xi Zhang 31 23 0 23 May 2021
A reproducing kernel Hilbert space approach to functional linear regression M. Yuan Tommaso Cai 95 278 0 12 Nov 2012