"conditional independence testing" Papers

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A Conditional Independence Test in the Presence of Discretization

Boyang Sun, Yu Yao, Guang-Yuan Hao et al.

ICLR 2025arXiv:2404.17644
2
citations

Conditional Diffusion Models Based Conditional Independence Testing

Yanfeng Yang, Shuai Li, Yingjie Zhang et al.

AAAI 2025paperarXiv:2412.11744
5
citations

Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics

Sean McGrath, Debarghya Mukherjee, Rajarshi Mukherjee et al.

NEURIPS 2025spotlightarXiv:2509.25536

Practical Kernel Selection for Kernel-based Conditional Independence Test

Wenjie Wang, Mingming Gong, Biwei Huang et al.

NEURIPS 2025

Causal Discovery via Conditional Independence Testing with Proxy Variables

Mingzhou Liu, Xinwei Sun, YU QIAO et al.

ICML 2024arXiv:2305.05281
3
citations

On the sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery

Fateme Jamshidi, Luca Ganassali, Negar Kiyavash

ICML 2024arXiv:2310.13553
6
citations

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency

Alan Amin, Andrew Wilson

ICML 2024arXiv:2406.09177
3
citations