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20232026
most citedPersonalized Tucker Decomposition: Modeling Commonality and Peculiarity on Tensor Data

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cs.LG2026

Personalized Federated Hierarchical Gaussian Processes for Privacy-Preserving Modeling of Heterogeneous Distributed Systems

Xianjian Xie, Hao Yan

We present Personalized Federated Hierarchical Gaussian Processes (pFedHGP) for probabilistic regression and classification when data are distributed across heterogeneous clients.…