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Reihaneh Torkzadehmahani
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments

Nov 13, 2020
Mohammad Bakhtiari, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Amirhossein Bayat, David B. Blumenthal, Markus List, Jan Baumbach


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Privacy-preserving Artificial Intelligence Techniques in Biomedicine

Jul 22, 2020
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hausschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach

* 18 pages, 6 figures, 5 tables 

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DP-CGAN: Differentially Private Synthetic Data and Label Generation

Jan 27, 2020
Reihaneh Torkzadehmahani, Peter Kairouz, Benedict Paten

* 7 pages, 4 figures 

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