Search Results for author: Ahmad Faraz Khan

Found 3 papers, 0 papers with code

A Framework for Incentivized Collaborative Learning

no code implementations26 May 2023 Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar

Collaborations among various entities, such as companies, research labs, AI agents, and edge devices, have become increasingly crucial for achieving machine learning tasks that cannot be accomplished by a single entity alone.

Federated Learning

Towards cost-effective and resource-aware aggregation at Edge for Federated Learning

no code implementations16 Apr 2022 Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali R. Butt, Ali Anwar

Federated Learning (FL) is a machine learning approach that addresses privacy and data transfer costs by computing data at the source.

Federated Learning

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