Few-Shot Bayesian Optimization with Deep Kernel Surrogates.
Martin WistubaJosif GrabockaPublished in: CoRR (2021)
Keyphrases
- optimization algorithm
- bayesian networks
- belief nets
- kernel methods
- optimization problems
- visual features
- kernel function
- optimization method
- optimization process
- gaussian processes
- monte carlo sampling
- detection algorithm
- video content
- optimization methods
- posterior distribution
- kernel matrix
- kernel machines
- efficient optimization
- machine learning