Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization
Debabrata Mahapatra, Vaibhav Rajan
2020International Conference on Machine Learning38 citations
Topics & Concepts
Computer scienceGradient descentTask (project management)Descent (aeronautics)Pareto principleMulti-objective optimizationArtificial intelligencePareto optimalMathematical optimizationMachine learningMathematicsEngineeringArtificial neural networkSystems engineeringAerospace engineeringAdvanced Multi-Objective Optimization AlgorithmsAdvanced Bandit Algorithms ResearchReinforcement Learning in Robotics