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pareto optimization

78 papers

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Co-occurring keywords

multi-objective optimization (364) evolutionary algorithm (264) large language model (13587) subset selection (90) pareto optimal (58) multi-task learning (2575) reinforcement learning (4352) greedy algorithm (242) bayesian optimization (624) gradient descent (1144)

Papers

Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation IJCAI 2024
Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization IJCAI 2024
Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon AAAI 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms IJCAI 2024
Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024
Long-Tailed Learning as Multi-Objective Optimization AAAI 2024
Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits AAAI 2024
One-Shot Model for Mixed-Precision Quantization CVPR 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NIPS 2023
Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem ACML 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards NIPS 2023
On the Pareto Front of Multilingual Neural Machine Translation NIPS 2023
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement NIPS 2023
Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023
Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data AAAI 2022
Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022
Budgeted Sequence Submodular Maximization IJCAI 2022
Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set UAI 2022
Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022
Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022
Conflict-Averse Gradient Descent for Multi-task learning NIPS 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces ICCV 2021