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Multi-Objective Optimization

122 directly classified papers

Papers per year

Papers

{PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023
Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023
Multi-Objective GFlowNets ICML 2023
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement NIPS 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
Discovering Many Diverse Solutions with Bayesian Optimization AISTATS 2023
Hypervolume Maximization: A Geometric View of Pareto Set Learning NIPS 2023
Heuristic Search for Multi-Objective Probabilistic Planning AAAI 2023
Human Assisted Learning by Evolutionary Multi-Objective Optimization AAAI 2023
Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023
Optimizing Multiple Simultaneous Objectives for Voting and Facility Location AAAI 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NIPS 2023
Federated Multi-Objective Learning NIPS 2023
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NIPS 2022
Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022
Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data AAAI 2022
Graph Learning Assisted Multi-Objective Integer Programming NIPS 2022
Multi-objective Deep Data Generation with Correlated Property Control NIPS 2022
Finding Good Configurations of Planar Primitives in Unorganized Point Clouds CVPR 2022
Pareto Set Learning for Expensive Multi-Objective Optimization NIPS 2022
Pareto Optimal Model Selection in Linear Bandits AISTATS 2022
Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance ACL 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022