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Multi-Objective Optimization

125 papers

Papers per year

12
22
'20
'25

Papers

The Kalai-Smorodinsky solution for many-objective Bayesian optimization JMLR 2020
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NIPS 2019
Pareto Multi-Task Learning NIPS 2019
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019
Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization AAAI 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019
Artificial Counselor System for Stock Investment AAAI 2019
Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators ICML 2019
Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning RSS 2019
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations UAI 2019
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
Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018
Multi-Objective Non-parametric Sequential Prediction NIPS 2017
Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry CVPR 2017
Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016
Robust Multi-objective Learning with Mentor Feedback COLT 2014
The Pareto Regret Frontier NIPS 2013
Active Learning for Multi-Objective Optimization ICML 2013
Multi-criteria Anomaly Detection using Pareto Depth Analysis NIPS 2012
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006