FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.
Virginia AgliettiIra KtenaJessica SchrouffEleni SgouritsaFrancisco J. R. RuizAlan MalekAlexis BellotSilvia ChiappaPublished in: CoRR (2024)
Keyphrases
- global optimization
- data sets
- optimization algorithm
- efficient optimization
- optimization problems
- decision trees
- bayesian networks
- quasiconvex
- monte carlo sampling
- objective function
- constrained optimization
- optimization process
- maximum likelihood
- bayesian estimation
- bayesian inference
- artificial neural networks
- image sequences
- information retrieval
- neural network