multi-objective optimization

Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization IJCAI 2024 Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024 End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty UAI 2024 Enhancing Domain Adaptation through Prompt Gradient Alignment NeurIPS 2024 Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales NAACL 2024 Fairness-Aware Estimation of Graphical Models NeurIPS 2024 FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning AAAI 2024 FedLF: Layer-Wise Fair Federated Learning AAAI 2024 Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024 FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning NeurIPS 2024 FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024 Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models NAACL 2024 Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks AAAI 2024 Generative Hierarchical Materials Search NeurIPS 2024 Gliding over the Pareto Front with Uniform Designs NeurIPS 2024 Gradient shaping for multi-constraint safe reinforcement learning L4DC 2024 Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits AAAI 2024 How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024 Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization ICML 2024 Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning AAAI 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Learning Pareto Set for Multi-Objective Continuous Robot Control IJCAI 2024 Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards NeurIPS 2024 Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024