pareto optimization

Long-Tailed Learning as Multi-Objective Optimization AAAI 2024 Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization ICML 2024 MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024 PA2D-MORL: Pareto Ascent Directional Decomposition Based Multi-Objective Reinforcement Learning AAAI 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation IJCAI 2024 Pareto Optimal Learning for Estimating Large Language Model Errors ACL 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 Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024 A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem ACML 2023 Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement NeurIPS 2023 One-Shot Model for Mixed-Precision Quantization CVPR 2023 On the Pareto Front of Multilingual Neural Machine Translation NeurIPS 2023 Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards NeurIPS 2023 Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NeurIPS 2023 Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023 Budgeted Sequence Submodular Maximization IJCAI 2022 How Low Can We Go: Trading Memory for Error in Low-Precision Training ICLR 2022 Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set UAI 2022 Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022 Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data AAAI 2022 Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022