3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 3 cited
Federated Learning Versus Classical Machine Learning: A Convergence Comparison
Muhammad Asad, Ahmed Moustafa, Takayuki Ito
In the past few decades, machine learning has revolutionized data processing for large scale applications. Simultaneously, increasing privacy threats in trending applications led t…
cs.LG2020
Evaluating the Communication Efficiency in Federated Learning Algorithms
Muhammad Asad, Ahmed Moustafa, Takayuki Ito +1
In the era of advanced technologies, mobile devices are equipped with computing and sensing capabilities that gather excessive amounts of data. These amounts of data are suitable f…