gaussian process

Exact Gaussian Processes on a Million Data Points NeurIPS 2019 Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions UAI 2019 Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs AISTATS 2019 FUNCTIONAL VARIATIONAL BAYESIAN NEURAL NETWORKS ICLR 2019 Function-Space Distributions over Kernels NeurIPS 2019 Gaussian Processes with Linear Operator Inequality Constraints JMLR 2019 Gaussian Process Latent Variable Alignment Learning AISTATS 2019 Gaussian Process Models of Sound Change in Indo-Aryan Dialectology ACL 2019 Gaussian Process Modulated Cox Processes under Linear Inequality Constraints AISTATS 2019 Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret COLT 2019 Generic Inference in Latent Gaussian Process Models JMLR 2019 Graph Convolutional Gaussian Processes ICML 2019 Harmonizable mixture kernels with variational Fourier features AISTATS 2019 Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets IJCAI 2019 Hyperparameter Learning via Distributional Transfer NeurIPS 2019 Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NeurIPS 2019 Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019 Learning from demonstration with model-based Gaussian process CoRL 2019 Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019 LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition Interspeech 2019 Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019 Meta Learning for Hyperparameter Optimization in Dialogue System Interspeech 2019 Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes NeurIPS 2019 Modelling Uncertainty in Collaborative Document Quality Assessment EMNLP 2019 Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019