Input Warping for Bayesian Optimization of Non-stationary Functions.
Jasper SnoekKevin SwerskyRichard S. ZemelRyan P. AdamsPublished in: CoRR (2014)
Keyphrases
- non stationary
- adaptive algorithms
- efficient optimization
- optimization problems
- empirical mode decomposition
- random fields
- bayesian networks
- concept drift
- biomedical signals
- fractional brownian motion
- white noise
- blind source separation
- temporal evolution
- basis functions
- remote sensing
- maximum likelihood
- denoising
- knowledge discovery
- change point detection
- multiscale