deep gaussian process

Sparse Orthogonal Variational Inference for Gaussian Processes AISTATS 2020 Stochastic Deep Gaussian Processes over Graphs NeurIPS 2020 Deep Gaussian Processes with Importance-Weighted Variational Inference ICML 2019 Implicit Posterior Variational Inference for Deep Gaussian Processes NeurIPS 2019 Semi-Supervised Prosody Modeling Using Deep Gaussian Process Latent Variable Model Interspeech 2019 Assessing Quality Estimation Models for Sentence-Level Prediction COLING 2018 How Deep Are Deep Gaussian Processes? JMLR 2018 Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NeurIPS 2018 Doubly Stochastic Variational Inference for Deep Gaussian Processes NeurIPS 2017 Random Feature Expansions for Deep Gaussian Processes ICML 2017 Deep Gaussian Processes for Regression using Approximate Expectation Propagation ICML 2016 Sequential Inference for Deep Gaussian Process AISTATS 2016 Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors ICML 2016 Asymmetric Transfer Learning with Deep Gaussian Processes ICML 2015 Avoiding pathologies in very deep networks AISTATS 2014 Deep Gaussian Processes AISTATS 2013