Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling.
Jaakko LuttinenAlexander IlinPublished in: AISTATS (2012)
Keyphrases
- gaussian process
- spatio temporal
- gaussian processes
- variational inference
- gaussian process regression
- approximate inference
- gaussian process classification
- covariance function
- regression model
- gaussian process models
- expectation propagation
- dynamic bayesian networks
- hyperparameters
- model selection
- moving objects
- bayesian inference
- bayesian framework
- computer vision
- co occurrence
- semi supervised
- high dimensional