multi-objective optimization

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch NeurIPS 2024 Long-Tailed Learning as Multi-Objective Optimization AAAI 2024 M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization Interspeech 2024 MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NeurIPS 2024 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NeurIPS 2024 MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts NeurIPS 2024 MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search NeurIPS 2024 Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024 Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024 Multi-objective Counterfactuals in Bayesian Classifiers with Estimation of Distribution Algorithms PGM 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 Multi-Objective Linguistic Control of Large Language Models ACL 2024 Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024 Multi-Objective Neural Architecture Search by Learning Search Space Partitions JMLR 2024 Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow AISTATS 2024 Offline Multi-Objective Optimization ICML 2024 Optimal Scalarizations for Sublinear Hypervolume Regret NeurIPS 2024 Order-Preserving GFlowNets ICLR 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution ICLR 2024 Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization AAAI 2024 Peptide Vaccine Design by Evolutionary Multi-Objective Optimization IJCAI 2024 Pessimistic Off-Policy Multi-Objective Optimization AISTATS 2024 Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract) AAAI 2024 Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024