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Multi-Objective Optimization

122 directly classified papers

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Papers

Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022
Composite Adversarial Attacks AAAI 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design ICML 2021
A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems IJCAI 2021
Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization AAAI 2021
Robust Learning of Optimal Auctions NIPS 2021
Multi-Objective Meta Learning NIPS 2021
Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization NIPS 2021
Wasserstein Distributionally Robust Inverse Multiobjective Optimization AAAI 2021
Representative Solutions for Bi-Objective Optimisation AAAI 2020
Modelling Diversity of Solutions AAAI 2020
The Kalai-Smorodinsky solution for many-objective Bayesian optimization JMLR 2020
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 2020
An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020
Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020
PIDS: An Intelligent Electric Power Management Platform AAAI 2020
Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization ICML 2020
Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations NIPS 2020
A Multi-Objective Approach to Mitigate Negative Side Effects IJCAI 2020
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019