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Picture for Joseph Soriaga

An Expectation-Maximization Perspective on Federated Learning


Nov 19, 2021
Christos Louizos, Matthias Reisser, Joseph Soriaga, Max Welling


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Unsupervised Information Obfuscation for Split Inference of Neural Networks


Apr 23, 2021
Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar


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Federated Learning of User Verification Models Without Sharing Embeddings


Apr 18, 2021
Hossein Hosseini, Hyunsin Park, Sungrack Yun, Christos Louizos, Joseph Soriaga, Max Welling


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Federated Learning of User Authentication Models


Jul 09, 2020
Hossein Hosseini, Sungrack Yun, Hyunsin Park, Christos Louizos, Joseph Soriaga, Max Welling


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