Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning

• Main Authors: Hendryx, Sean M, KC, Dharma Raj, Walls, Bradley, Morrison, Clayton T
• Format: Journal Article
• Language: English
• Published: 31.08.2021
• Subjects: Computer Science - Learning

We describe federated reconnaissance, a class of learning problems in which distributed clients learn new concepts independently and communicate that knowledge efficiently. In particular, we propose an evaluation framework and methodological baseline for a system in which each client is expected to...