2025
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
ICML 2025poster
Multi-objective optimization (MOO) exists extensively in machine learning, and aims to find a set of Pareto-optimal solutions, called the Pareto front, e.g., it is fundamental for multiple avenues of research in federated learning (FL). Pareto-Front Learning (PFL) is a powerful method implemented us…