Journal of Machine Learning Research · 2018 · 96 citations · 0 references
Natural SciencesComputer ScienceProbability TheoryStochastic ProcessesBayesian ComputationBayesian InferenceBayesian StatisticsDeep LearningGaussian ProcessesProbability DistributionsDeep Gaussian ProcessesDiscrete Probability DistributionsGaussian DistributionsGaussian Random ProcessesProbabilistic Deep Learning
Recent research has shown the potential utility of deep Gaussian processes. These deep structures are probability distributions, designed through hierarchical construction, which are conditionally ...