gaussian process

Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019 Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems AAAI 2019 Combinatorial Bayesian Optimization using the Graph Cartesian Product NeurIPS 2019 Combining 3D Morphable Models: A Large Scale Face-And-Head Model CVPR 2019 Conditionally Independent Multiresolution Gaussian Processes AISTATS 2019 Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019 Convergence Guarantees for Adaptive Bayesian Quadrature Methods NeurIPS 2019 Convolutional Sequence Generation for Skeleton-Based Action Synthesis ICCV 2019 Debiased Bayesian inference for average treatment effects NeurIPS 2019 Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019 Deep Bayesian Optimization on Attributed Graphs AAAI 2019 Deep Convolutional Networks as shallow Gaussian Processes ICLR 2019 Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning IJCAI 2019 Deep learning generalizes because the parameter-function map is biased towards simple functions ICLR 2019 Deep Random Splines for Point Process Intensity Estimation of Neural Population Data NeurIPS 2019 Distribution calibration for regression ICML 2019 DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures ICML 2019 Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping MLHC 2019 Efficient Bayesian Optimization for Target Vector Estimation AISTATS 2019 Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation AAAI 2019 Efficient Inference in Multi-task Cox Process Models AISTATS 2019 Efficient Neutrino Oscillation Parameter Inference with Gaussian Process AAAI 2019 Embarrassingly Parallel Inference for Gaussian Processes JMLR 2019 End-to-End Probabilistic Inference for Nonstationary Audio Analysis ICML 2019 End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks AAAI 2019