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09/13/2023
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization
Federated Learning (FL) has been successfully adopted for distributed tr...
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03/13/2022
Homogeneity and Sub-homogeneity Pursuit: Iterative Complement Clustering PCA
Principal component analysis (PCA), the most popular dimension-reduction...
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01/10/2022
Spiked eigenvalues of high-dimensional sample autocovariance matrices: CLT and applications
High-dimensional autocovariance matrices play an important role in dimen...
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12/01/2021
