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gaussian processes

112 papers

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Also known as

GP GPS

Co-occurring keywords · papers mentioning both

gaussian process (82) variational inference (24) bayesian inference (21) bayesian optimization (14) sparse approximation (10) kernel methods (9) active learning (7) uncertainty quantification (5) kernel learning (4) markov chain monte carlo (4)

Papers

Characterizing the Function Space for Bayesian Kernel Models JMLR 2007 Gaussian Process Models for Link Analysis and Transfer Learning NeurIPS 2007 Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes NeurIPS 2007 Multi-task Gaussian Process Prediction NeurIPS 2007 Robust Regression with Twinned Gaussian Processes NeurIPS 2007 The Generalized FITC Approximation NeurIPS 2007 Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes NeurIPS 2007 A Switched Gaussian Process for Estimating Disparity and Segmentation in Binocular Stereo NeurIPS 2006 Gaussian and Wishart Hyperkernels NeurIPS 2006 Modelling transcriptional regulation using Gaussian Processes NeurIPS 2006 Relational Learning with Gaussian Processes NeurIPS 2006 Stochastic Relational Models for Discriminative Link Prediction NeurIPS 2006