Multi-Objective Bayesian Optimization with Active Preference Learning.
Ryota OzakiKazuki IshikawaYouhei KanzakiShion TakenoIchiro TakeuchiMasayuki KarasuyamaPublished in: AAAI (2024)
Keyphrases
- multi objective
- preference learning
- optimization algorithm
- gaussian processes
- ordinal regression
- evolutionary algorithm
- objective function
- pairwise comparison
- particle swarm optimization
- optimization problems
- maximum likelihood
- information retrieval
- gaussian process
- recommender systems
- genetic algorithm
- active learning
- prior knowledge
- ranking functions
- learning process
- bayesian networks