Batoul Taki

Federated Learning of Tensor Generalized Linear Models with low Separation Rank

Biomedical imaging systems often produce multidimensional signals (tensors). The high expense of image acquisition limits sample sizes and privacy regulations can prevent centralizing data from multiple sites. Federated learning can allow researchers to form research consortia to perform joint analy…