2 papers
cs.LG2025
Simple Optimizers for Convex Aligned Multi-Objective Optimization
Ben Kretzu, Karen Ullrich, Yonathan Efroni
It is widely recognized in modern machine learning practice that access to a diverse set of tasks can enhance performance across those tasks. This observation suggests that, unlike…
cs.LG2025
Aligned Multi Objective Optimization
Yonathan Efroni, Ben Kretzu, Daniel Jiang +4
To date, the multi-objective optimization literature has mainly focused on conflicting objectives, studying the Pareto front, or requiring users to balance tradeoffs. Yet, in machi…