Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors
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DOI: 10.1109/tsp.2018.2858207
Abstract: This paper introduces a new sparse spatio-temporal structured Gaussian process regression framework for online and offline Bayesian inference. This is the first framework that gives a time-evolving representation of the interdependencies between the components of… read more here.
Keywords: regression; hierarchical gaussian; spatio temporal; process ... See more keywords