Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian Optimization.
Suyog ChandramouliYifan ZhuAntti OulasvirtaPublished in: UMAP (2023)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- multi objective optimization
- optimum design
- conflicting objectives
- evolutionary optimization
- multiobjective optimization
- optimization problems
- optimization method
- engineering design problems
- decision trees
- genetic algorithm
- estimation of distribution algorithms
- particle swarm optimization
- pareto optimal
- multi objective evolutionary algorithms
- efficient optimization
- multi objective optimization problems
- particle swarm
- nsga ii
- global optimization
- computer graphics
- neural network
- objective function
- support vector
- training set
- optimization methods
- test set
- machine learning algorithms
- feature selection
- user modeling
- context aware
- training data
- collaborative filtering
- machine learning
- classification algorithm
- trade off
- recommender systems
- ensemble classifier
- naive bayes
- linear classifiers