2 papers
cs.LG2024
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems
Amin Aminifar, Matin Shokri, Amir Aminifar
Machine Learning (ML) algorithms are generally designed for scenarios in which all data is stored in one data center, where the training is performed. However, in many applications…
cs.LG2024
LightFF: Lightweight Inference for Forward-Forward Algorithm
Amin Aminifar, Baichuan Huang, Azra Abtahi +1
The human brain performs tasks with an outstanding energy efficiency, i.e., with approximately 20 Watts. The state-of-the-art Artificial/Deep Neural Networks (ANN/DNN), on the othe…