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Federated Learning Versus Classical Machine Learning: A Convergence Comparison

Jul 22, 2021
Muhammad Asad, Ahmed Moustafa, Takayuki Ito

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Evaluating the Communication Efficiency in Federated Learning Algorithms

Apr 06, 2020
Muhammad Asad, Ahmed Moustafa, Takayuki Ito, Muhammad Aslam

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PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks

Jul 28, 2018
Muhammad Asad, Rilwan Basaru, S M Masudur Rahman Al Arif, Greg Slabaugh

* 12 pages, 8 figures, 2 tables 

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