Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings.
Massimo QuadranaAntoine Larreche-MoulyMatthias MauchPublished in: ISMIR (2022)
Keyphrases
- multi objective
- optimization algorithm
- hyperparameters
- multiple objectives
- evolutionary algorithm
- optimum design
- conflicting objectives
- multi objective optimization
- model selection
- optimization problems
- particle swarm optimization
- nsga ii
- parameter settings
- genetic algorithm
- cross validation
- objective function
- closed form
- multi objective evolutionary algorithms
- grid search
- sample size
- missing values
- prior information
- bayesian framework
- dimensionality reduction
- supervised learning
- pairwise
- support vector
- bayesian networks
- multi objective optimization problems
- image processing