Shuang Dai

Addressing modern and practical challenges in machine learning: a survey of online federated and transfer learning

2022 · Applied Intelligence

Abstract Online federated learning (OFL) and online transfer learning (OTL) are two collaborative paradigms for overcoming modern machine learning challenges such as data silos, streaming data, and data security. This survey explores OFL and OTL …