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cs.LG2025★ 1 cited
A Comprehensive Review on Understanding the Decentralized and Collaborative Approach in Machine Learning
Sarwar Saif, Md Jahirul Islam, Md. Zihad Bin Jahangir +4
The arrival of Machine Learning (ML) completely changed how we can unlock valuable information from data. Traditional methods, where everything was stored in one place, had big pro…
cs.LG2025
Principles and Components of Federated Learning Architectures
MD Abdullah Al Nasim, Fatema Tuj Johura Soshi, Parag Biswas +4
Federated Learning (FL) is a machine learning framework where multiple clients, from mobiles to enterprises, collaboratively construct a model under the orchestration of a central…