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gaussian process regression

133 papers

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Also known as

GPR GP REGRESSION

Co-occurring keywords

gaussian process (1200) bayesian inference (1907) uncertainty quantification (1393) variational inference (2069) kernel methods (1097) sparse approximation (76) sparse gaussian process (27) kernel approximation (100) hyperparameter optimization (406) online learning (1777)

Papers

Local Gaussian Process Regression for Real Time Online Model Learning NIPS 2008
Robust Submodular Observation Selection JMLR 2008
Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007
Robust Regression with Twinned Gaussian Processes NIPS 2007
Selecting Observations against Adversarial Objectives NIPS 2007
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes NIPS 2007
Active Policy Learning for Robot Planning and Exploration under Uncertainty RSS 2007
A Unifying View of Sparse Approximate Gaussian Process Regression JMLR 2005