OpenAlex | Bayesian regression and classification using mixtures of Gaussian processes

Bayesian regression and classification using mixtures of Gaussian processes

Work

Year: 2003

Type: article

Abstract: For a large data set with groups of repeated measurements, a mixture model of Gaussian process priors is proposed for modelling the heterogeneity among the different replications. A hybrid Markov cha... more

Source: International Journal of Adaptive Control and Signal Processing

Authors J.Q. Shi, Roderick Murray‐Smith, D. M. Titterington

Institutions Newcastle University, University of Glasgow, National University of Ireland, Maynooth

Cites: 23

Cited by: 47

Related to: 10

FWCI: 2.509

Citation percentile (by year/subfield): 97.47

Topic: Gaussian Processes and Bayesian Inference

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green