Self-Interested Agents in Collaborative Machine Learning: An Incentivized Adaptive Data-Centric Framework

Nithia Vijayan, Bryan Kian Hsiang Low

We propose a framework for adaptive data-centric collaborative machine learning among self-interested agents, coordinated by an arbiter. Designed to handle the incremental nature o…