Multi-Objective Optimization

Autofocused oracles for model-based design NeurIPS 2020 Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NeurIPS 2020 Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 IPO: Interior-Point Policy Optimization under Constraints AAAI 2020 Modelling Diversity of Solutions AAAI 2020 Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 2020 Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020 Preference learning along multiple criteria: A game-theoretic perspective NeurIPS 2020 Representative Solutions for Bi-Objective Optimisation AAAI 2020 Simultaneous Translation Policies: From Fixed to Adaptive ACL 2020 SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020 Subset Selection by Pareto Optimization with Recombination AAAI 2020 Tchebycheff Procedure for Multi-task Text Classification ACL 2020 Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020 Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization AAAI 2020 A Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders AAAI 2019 Emergency Department Online Patient-Caregiver Scheduling AAAI 2019 Fair Algorithms for Clustering NeurIPS 2019 Max-value Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2019 Migration as Submodular Optimization AAAI 2019 Multi-objective Bayesian optimisation with preferences over objectives NeurIPS 2019 Multi-objective training of Generative Adversarial Networks with multiple discriminators ICML 2019 Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives NeurIPS 2019 Rotational Diversity in Multi-Cycle Assignment Problems AAAI 2019