"high-order dependencies" 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

HoT-VI: Reparameterizable Variational Inference for Capturing Instance-Level High-Order Correlations

Junxi Xiao, Qinliang Su, Zexin Yuan

S$\Omega$I: Score-based O-INFORMATION Estimation

Mustapha BOUNOUA, Giulio Franzese, Pietro Michiardi