Multi-Objective Optimization

A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations UAI 2019 Artificial Counselor System for Stock Investment AAAI 2019 Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019 Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NeurIPS 2019 Multi-objective training of Generative Adversarial Networks with multiple discriminators ICML 2019 Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019 Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning RSS 2019 Pareto Multi-Task Learning NeurIPS 2019 Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019 Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019 Unsupervised Feature Selection by Pareto Optimization AAAI 2019 Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Stratification for Constraint-Based Multi-Objective Combinatorial Optimization IJCAI 2018 Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry CVPR 2017 Multi-Objective Non-parametric Sequential Prediction NeurIPS 2017 e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Subset Selection by Pareto Optimization NeurIPS 2015 Robust Multi-objective Learning with Mentor Feedback COLT 2014 Active Learning for Multi-Objective Optimization ICML 2013 Stochastic Convex Optimization with Multiple Objectives NeurIPS 2013 The Pareto Regret Frontier NeurIPS 2013 Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NeurIPS 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012