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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 Self-Supervised Training for Few-Shot Learning CVPR 2021
Learning With Privileged Tasks ICCV 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 IJCNLP 2021
Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021
Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 ACL 2021
Pareto Domain Adaptation NIPS 2021
Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021
Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization ICML 2020
The Kalai-Smorodinsky solution for many-objective Bayesian optimization JMLR 2020
Pareto Probing: Trading Off Accuracy for Complexity EMNLP 2020
Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework AAAI 2020
CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020
A General Approach to Fairness with Optimal Transport AAAI 2020
Subset Selection by Pareto Optimization with Recombination AAAI 2020
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NIPS 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning RSS 2019
Max-value Entropy Search for Multi-Objective Bayesian Optimization NIPS 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Sequence Selection by Pareto Optimization IJCAI 2018
Distributed Pareto Optimization for Subset Selection IJCAI 2018