Hyperparameter optimization for recommender systems through Bayesian optimization.
Bruno G. GaluzziIlaria GiordaniAntonio CandelieriRiccardo PeregoFrancesco ArchettiPublished in: Comput. Manag. Sci. (2020)
Keyphrases
- recommender systems
- optimization algorithm
- optimization strategies
- optimization model
- information overload
- global optimization
- optimization method
- combinatorial optimization
- latent variables
- optimization methods
- bayesian inference
- multi task
- maximum likelihood
- gaussian processes
- optimization problems
- nonlinear programming
- discrete optimization
- neural network