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Multi-Objective Optimization

151 directly classified papers

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Papers

Multi-Objective Molecular Design Through Learning Latent Pareto Set AAAI 2025
Trading Off Quality and Uncertainty Through Multi-Objective Optimisation in Batch Bayesian Optimisation AAAI 2025
Fair Division with Social Impact AAAI 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning AAAI 2025
Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025
Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025
GenAuction: A Generative Auction for Online Advertising AAAI 2025
Proportionally Fair Makespan Approximation AAAI 2025
Reducing Leximin Fairness to Utilitarian Optimization AAAI 2025
Fair and Efficient Completion of Indivisible Goods AAAI 2025
IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025
PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025
Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025
ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025
COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier EMNLP 2025
The (Exact) Price of Cardinality for Indivisible Goods: A Parametric Perspective AAAI 2025
Understanding EFX Allocations: Counting and Variants AAAI 2025
GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025
Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate AAAI 2025
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025