"pareto-optimal solutions" Papers

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Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity

Enneng Yang, Anke Tang, Li Shen et al.

NeurIPS 2025poster

Pareto Optimal Risk-Agnostic Distributional Bandits with Heavy-Tail Rewards

Kyungjae Lee, Dohyeong Kim, Taehyun Cho et al.

NeurIPS 2025poster

BOtied: Multi-objective Bayesian optimization with tied multivariate ranks

Ji Won Park, Natasa Tagasovska, Michael Maser et al.

ICML 2024poster

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment

Rui Yang, Xiaoman Pan, Feng Luo et al.

ICML 2024poster