conftrace_

pareto front

63 papers

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PF

Co-occurring keywords

multi-objective optimization (364) evolutionary algorithm (264) runtime analysis (41) bayesian optimization (624) acquisition function (129) population dynamics (22) pareto optimality (78) large language model (13587) genetic algorithm (109) multi-task learning (2575)

Papers

Not Just for Archiving: Provable Benefits of Reusing the Archive in Evolutionary Multi-objective Optimization AAAI 2026
Improved Runtime Guarantees for the SPEA2 Multi-Objective Optimizer AAAI 2026
Multi-Objective Bilevel Learning AAAI 2026
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026
Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization AAAI 2026
Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds AAAI 2026
A Multi-Objective Optimization Framework for Adaptive Weighting in Physics-Informed Machine Learning AAAI 2026
Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition AAAI 2026
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2025
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025
IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025
Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm IJCAI 2025
A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update IJCAI 2025
Trading Off Quality and Uncertainty Through Multi-Objective Optimisation in Batch Bayesian Optimisation AAAI 2025
Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II IJCAI 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning AAAI 2025
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy IJCAI 2025
Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025
Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning AAAI 2024
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty AISTATS 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization AAAI 2024
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization AAAI 2024
Fairness-Aware Meta-Learning via Nash Bargaining NIPS 2024