Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel.
Vassilios StathopoulosVeronica Zamora-GutierrezKate E. JonesMark A. GirolamiPublished in: AISTATS (2014)
Keyphrases
- gaussian process
- dynamic time warping
- gaussian processes
- reproducing kernel hilbert space
- gaussian process regression
- covariance function
- regression model
- expectation propagation
- model selection
- hyperparameters
- distance measure
- approximate inference
- similarity measure
- latent variables
- euclidean distance
- bayesian framework
- sparse approximations
- similarity search
- semi supervised
- probabilistic model
- em algorithm
- cross validation
- expectation maximization
- closed form
- edit distance
- kernel methods
- high dimensional
- image segmentation
- bayesian inference
- prior information
- data mining
- bayesian methods
- maximum likelihood
- pattern recognition
- image processing