multi-objective optimization

Discovering Many Diverse Solutions with Bayesian Optimization AISTATS 2023 Distributional Multi-Objective Decision Making IJCAI 2023 Efficiently Controlling Multiple Risks with Pareto Testing ICLR 2023 Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization NeurIPS 2023 Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback NeurIPS 2023 Enhancing Meta Learning via Multi-Objective Soft Improvement Functions ICLR 2023 Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach NeurIPS 2023 Federated Multi-Objective Learning NeurIPS 2023 FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance AAAI 2023 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Heuristic-Search Approaches for the Multi-Objective Shortest-Path Problem: Progress and Research Opportunities IJCAI 2023 Heuristic Search for Multi-Objective Probabilistic Planning AAAI 2023 Human Assisted Learning by Evolutionary Multi-Objective Optimization AAAI 2023 Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information ICML 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning NeurIPS 2023 Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization AAAI 2023 Improving Pareto Front Learning via Multi-Sample Hypernetworks AAAI 2023 InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023 LiDAR-in-the-Loop Hyperparameter Optimization CVPR 2023 MEOW - Multi-Objective Evolutionary Weapon Detection AutoML 2023 Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach ICLR 2023 Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem ACML 2023 Multi-Objective GFlowNets ICML 2023 Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems NeurIPS 2023 Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting IJCAI 2023