Tech Xplore

Why reinforcement learning breaks at scale, and how a new method fixes it

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have ...
IEEE

DP-FedCMRS: Privacy-Preserving Federated Learning Algorithm to Solve Heterogeneous Data

Abstract: In federated learning, non-independently and non-identically distributed heterogeneous data on the clients can limit both the convergence speed and model utility of federated learning, and ...
IEEE

Leveraging Memetic Algorithm and Machine Learning Methods for Email-Based Spam Detection

Abstract: Email is the most frequently utilized method of communication between people nowadays. This is because most people in institutions, banks, universities, hospitals, and others depend mainly ...