"structure learning" Papers

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Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints

Ling Zhan, Junjie Huang, Xiaoyao Yu et al.

NEURIPS 2025arXiv:2510.09175

Learning Juntas under Markov Random Fields

Gautam Chandrasekaran, Adam Klivans

NEURIPS 2025arXiv:2506.00764
1
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

Optimal Transport for Structure Learning Under Missing Data

Vy Vo, He Zhao, Trung Le et al.

ICML 2024arXiv:2402.15255
6
citations

Score-Based Causal Discovery of Latent Variable Causal Models

Ignavier Ng, Xinshuai Dong, Haoyue Dai et al.

ICML 2024