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Multi-Objective Optimization

125 papers

Papers per year

12
22
'20
'25

Papers

Finding Good Configurations of Planar Primitives in Unorganized Point Clouds CVPR 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022
Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022
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
Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization AAAI 2021
Wasserstein Distributionally Robust Inverse Multiobjective Optimization AAAI 2021
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
Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations NIPS 2020
Representative Solutions for Bi-Objective Optimisation AAAI 2020
Modelling Diversity of Solutions AAAI 2020
An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 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
Minimax Pareto Fairness: A Multi Objective Perspective ICML 2020
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020
A Multi-Objective Approach to Mitigate Negative Side Effects IJCAI 2020
Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020