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Seyyedali Hosseinalipour
Towards Generalized and Distributed Privacy-Preserving Representation Learning

Oct 05, 2020
Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Christopher Brinton, Carlee Joe-Wong, Saurabh Bagchi

* 19 pages, 22 figures 

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A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

Sep 29, 2020
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai


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Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks

Aug 30, 2020
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolo Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai

* 64 pages, 48 figures 

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Fast-Convergent Federated Learning

Jul 26, 2020
Hung T. Nguyen, Vikash Sehwag, Seyyedali Hosseinalipour, Christopher G. Brinton, Mung Chiang, H. Vincent Poor


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From Federated Learning to Fog Learning: Towards Large-Scale Distributed Machine Learning in Heterogeneous Wireless Networks

Jun 07, 2020
Seyyedali Hosseinalipour, Christopher G. Brinton, Vaneet Aggarwal, Huaiyu Dai, Mung Chiang

* 7 pages, 4 figures 

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