conftrace_

sparse approximation

81 papers

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Co-occurring keywords · papers mentioning both

gaussian process (49) variational inference (31) gaussian processes (10) inducing point (8) bayesian inference (8) gaussian process regression (7) kernel methods (6) sparse gaussian process (5) uncertainty quantification (5) markov chain monte carlo (4)

Papers

Efficient Multioutput Gaussian Processes through Variational Inducing Kernels AISTATS 2010 Inter-domain Gaussian Processes for Sparse Inference using Inducing Features NeurIPS 2009 Variational Gaussian-process factor analysis for modeling spatio-temporal data NeurIPS 2009 Gas Distribution Modeling using Sparse Gaussian Process Mixture Models RSS 2008 Sparse Convolved Gaussian Processes for Multi-output Regression NeurIPS 2008 The Generalized FITC Approximation NeurIPS 2007