Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings.
Shuhei A. HoriguchiTomoharu IwataTaku TsuzukiYosuke OzawaPublished in: CoRR (2022)
Keyphrases
- high dimensional
- quadratic programming
- image reconstruction
- semidefinite
- global optimization
- optimization problems
- three dimensional
- optimization process
- optimization method
- joint optimization
- efficient optimization
- dimensionality reduction
- highly non linear
- gaussian processes
- low dimensional spaces
- bayesian networks
- reconstructed image
- parameter space
- closed form
- optimization algorithm
- maximum likelihood
- high dimensionality
- reconstruction method
- low dimensional
- nonlinear dimensionality reduction
- nearest neighbor
- query processing
- feature space