2 papers
cs.LG2026
CoAction: Cross-task Correlation-aware Pareto Set Learning
Xinyue Chen, Yingxuan Liang, Yiqin Huang +3
Pareto set learning (PSL) is an emerging paradigm in multi-objective optimization that trains neural networks to map preference vectors to Pareto optimal solutions. However, existi…
cs.LG2025
Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems
Chikai Shang, Rongguang Ye, Jiaqi Jiang +1
Pareto Set Learning (PSL) is an emerging research area in multi-objective optimization, focusing on training neural networks to learn the mapping from preference vectors to Pareto…