multi-objective optimization

Multi-objective optimization via equivariant deep hypervolume approximation ICLR 2023 Multi-Objective Population Based Training ICML 2023 Multi-objective Search via Lazy and Efficient Dominance Checks IJCAI 2023 Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023 Optimizing Multiple Simultaneous Objectives for Voting and Facility Location AAAI 2023 Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization ICLR 2023 Pareto Regret Analyses in Multi-objective Multi-armed Bandit ICML 2023 {PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023 Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation AAAI 2023 Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023 Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective NeurIPS 2023 Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NeurIPS 2023 Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise IJCAI 2023 Runtime Analysis for the NSGA-II: Provable Speed-Ups from Crossover AAAI 2023 SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023 Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023 Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms IJCAI 2023 Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives ICLR 2023 Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection ACML 2023 The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem IJCAI 2023 Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask? NeurIPS 2023 What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization IJCAI 2023 White-Box Multi-Objective Adversarial Attack on Dialogue Generation ACL 2023 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) AAAI 2022