multi-objective optimization

Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs NeurIPS 2021 How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021 Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network Interspeech 2021 Learning the Pareto Front with Hypernetworks ICLR 2021 Learning With Privileged Tasks ICCV 2021 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery ICLR 2021 Mean-Variance Analysis in Bayesian Optimization under Uncertainty AISTATS 2021 Model-Agnostic Fast Adaptive Multi-Objective Balancing Algorithm for Multilingual Automatic Speech Recognition Model Training Interspeech 2021 Multi-Objective Meta Learning NeurIPS 2021 Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs NeurIPS 2021 Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee AAAI 2021 Neural-Driven Search-Based Paraphrase Generation EACL 2021 No-regret Algorithms for Multi-task Bayesian Optimization AISTATS 2021 Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration NeurIPS 2021 Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement NeurIPS 2021 Pareto Domain Adaptation NeurIPS 2021 Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021 Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021 Profiling Pareto Front With Multi-Objective Stein Variational Gradient Descent NeurIPS 2021 Reinforcement Learning for Constrained Markov Decision Processes AISTATS 2021 Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives AAAI 2021 Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization AAAI 2021 Wasserstein Distributionally Robust Inverse Multiobjective Optimization AAAI 2021 Adaptively Multi-Objective Adversarial Training for Dialogue Generation IJCAI 2020 A distributional view on multi-objective policy optimization ICML 2020