multi-objective optimization

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019 A General Approach to Running Time Analysis of Multi-objective Evolutionary Algorithms IJCAI 2018 Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML 2018 Descriptive Clustering: ILP and CP Formulations with Applications IJCAI 2018 Exploiting Strategy-Space Diversity for Batch Bayesian Optimization AISTATS 2018 Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering COLING 2018 Multi-Agent Election-Based Hyper-Heuristics IJCAI 2018 Multi-Objective Analysis of Ridesharing in Automated Mobility-on-Demand RSS 2018 Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Multi-Objective Optimization Through Pareto Minimal Correction Subsets IJCAI 2018 Multi-Task Learning as Multi-Objective Optimization NeurIPS 2018 Stratification for Constraint-Based Multi-Objective Combinatorial Optimization IJCAI 2018 Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018 Multi-objective Bandits: Optimizing the Generalized Gini Index ICML 2017 Multi-Objective Non-parametric Sequential Prediction NeurIPS 2017 A Hybrid Deep Learning Architecture for Sentiment Analysis COLING 2016 Bi-Objective Online Matching and Submodular Allocations NeurIPS 2016 e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016 Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016 Pareto Front Identification from Stochastic Bandit Feedback AISTATS 2016 Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Video Summarization by Learning Submodular Mixtures of Objectives CVPR 2015