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Multi-Objective Optimization

151 directly classified papers

Papers per year

Papers

GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025
Fair Division with Social Impact AAAI 2025
Reducing Leximin Fairness to Utilitarian Optimization AAAI 2025
Proportionally Fair Makespan Approximation AAAI 2025
GenAuction: A Generative Auction for Online Advertising AAAI 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning AAAI 2025
Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024
Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024
Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024
Long-Tailed Learning as Multi-Objective Optimization AAAI 2024
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024
Reward Penalties on Augmented States for Solving Richly Constrained RL Effectively AAAI 2024
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning AAAI 2024
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning AAAI 2024
Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024
Several Stories about High-Multiplicity EFx Allocation (Student Abstract) AAAI 2024
Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread AAAI 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024
Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon AAAI 2024