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Multi-Objective Optimization

125 papers

Papers per year

12
22
'20
'25

Papers

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