gaussian process regression

Exact learning curves for Gaussian process regression on large random graphs NeurIPS 2010 Hierarchical Gaussian Process Regression ACML 2010 Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation NeurIPS 2010 Sparse Spectrum Gaussian Process Regression JMLR 2010 Gaussian process regression with Student-t likelihood NeurIPS 2009 Kernels and learning curves for Gaussian process regression on random graphs NeurIPS 2009 Lattice Regression NeurIPS 2009 Local Gaussian Process Regression for Real Time Online Model Learning NeurIPS 2008 Robust Submodular Observation Selection JMLR 2008 Active Policy Learning for Robot Planning and Exploration under Uncertainty RSS 2007 Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007 Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes NeurIPS 2007 Robust Regression with Twinned Gaussian Processes NeurIPS 2007 Selecting Observations against Adversarial Objectives NeurIPS 2007 A Unifying View of Sparse Approximate Gaussian Process Regression JMLR 2005