Gaussian Processes for Nonlinear Signal Processing
Fernando Pérez-CruzSteven Van VaerenberghJuan José Murillo-FuentesMiguel Lázaro-GredillaIgnacio SantamaríaPublished in: CoRR (2013)
Keyphrases
- gaussian processes
- signal processing
- gaussian process
- gaussian process models
- gaussian process regression
- multi task learning
- fourier transform
- image processing
- covariance function
- hyperparameters
- model selection
- nonlinear regression
- human pose estimation
- multi task
- noisy images
- bayesian framework
- denoising
- k means
- preference learning
- training data
- computer vision