gaussian process regression

Statistical Model Criticism using Kernel Two Sample Tests NeurIPS 2015 Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression CVPR 2015 WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015 Batch Continuous-Time Trajectory Estimation as Exactly Sparse Gaussian Process Regression RSS 2014 Doubly Stochastic Variational Bayes for non-Conjugate Inference ICML 2014 Incremental Local Gaussian Regression NeurIPS 2014 Scalable Collaborative Bayesian Preference Learning AISTATS 2014 Tree-structured Gaussian Process Approximations NeurIPS 2014 A Framework for Evaluating Approximation Methods for Gaussian Process Regression JMLR 2013 Approximate Gaussian process inference for the drift function in stochastic differential equations NeurIPS 2013 Efficient Optimization for Sparse Gaussian Process Regression NeurIPS 2013 Fast Near-GRID Gaussian Process Regression AISTATS 2013 Gaussian Kullback-Leibler Approximate Inference JMLR 2013 Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013 Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression NeurIPS 2013 Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NeurIPS 2012 GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression JMLR 2012 Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012 Learning curves for multi-task Gaussian process regression NeurIPS 2012 PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additive Model COLT 2012 Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression RSS 2012 Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets JMLR 2011 Gaussian Process Training with Input Noise NeurIPS 2011 Robust Gaussian Process Regression with a Student- Likelihood JMLR 2011 Efficient Non-Parametric Surface Representations Using Active Sampling for Push Broom Laser Data RSS 2010