Gaussian Processes

The Human Kernel NeurIPS 2015 Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression CVPR 2015 Accelerating ABC methods using Gaussian processes AISTATS 2014 A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014 Analysis of Brain States from Multi-Region LFP Time-Series NeurIPS 2014 Analytic Long-Term Forecasting with Periodic Gaussian Processes AISTATS 2014 Automated Variational Inference for Gaussian Process Models NeurIPS 2014 Avoiding pathologies in very deep networks AISTATS 2014 Bayesian Inference for Structured Spike and Slab Priors NeurIPS 2014 Bayesian Logistic Gaussian Process Models for Dynamic Networks AISTATS 2014 Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models NeurIPS 2014 Extended and Unscented Gaussian Processes NeurIPS 2014 Fast Allocation of Gaussian Process Experts ICML 2014 Fast Kernel Learning for Multidimensional Pattern Extrapolation NeurIPS 2014 Gaussian Process Classification and Active Learning with Multiple Annotators ICML 2014 Gaussian Processes for Bayesian Estimation in Ordinary Differential Equations ICML 2014 Gaussian Process Optimization with Mutual Information ICML 2014 Gaussian Process Volatility Model NeurIPS 2014 Hybrid Discriminative-Generative Approach with Gaussian Processes AISTATS 2014 Incremental Local Gaussian Regression NeurIPS 2014 Learning Latent Variable Gaussian Graphical Models ICML 2014 Mind the Nuisance: Gaussian Process Classification using Privileged Noise NeurIPS 2014 Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes ICML 2014 PAC-Bayesian AUC classification and scoring NeurIPS 2014 Probabilistic Differential Dynamic Programming NeurIPS 2014