Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces.
Johannes KirschnerMojmir MutnyNicole HillerRasmus IschebeckAndreas KrausePublished in: ICML (2019)
Keyphrases
- high dimensions
- high dimensional data
- high dimensional
- dimensionality reduction
- low dimensional
- high dimensional spaces
- nearest neighbor
- high dimensionality
- bayesian networks
- data points
- database
- data analysis
- data sets
- data distribution
- similarity search
- multi dimensional
- query processing
- multiresolution
- dimensional data
- high quality
- database systems
- indexing schemes