Dimension Free Nonasymptotic Bounds on the Accuracy of High-Dimensional Laplace Approximation.
Vladimir G. SpokoinyPublished in: SIAM/ASA J. Uncertain. Quantification (2023)
Keyphrases
- high dimensional
- error tolerance
- error bounds
- approximation error
- relative error
- classification accuracy
- lower bound
- approximation methods
- similarity search
- maximum error
- high dimension
- upper and lower bounds
- approximation algorithms
- high dimensionality
- error rate
- low dimensional
- upper bound
- microarray
- parameter space
- dimensional data
- multi dimensional
- high accuracy
- worst case
- nearest neighbor
- query processing