conftrace_

deep gaussian process

38 papers

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Also known as

DEEP GP DGP

Co-occurring keywords

variational inference (2069) bayesian inference (1907) uncertainty quantification (1393) gaussian process (1200) bayesian neural network (201) stochastic variational inference (59) approximate inference (253) sparse gaussian process (27) inducing point (33) speech synthesis (757)

Papers

Deep Gaussian Processes with Importance-Weighted Variational Inference ICML 2019
Semi-Supervised Prosody Modeling Using Deep Gaussian Process Latent Variable Model INTERSPEECH 2019
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NIPS 2018
How Deep Are Deep Gaussian Processes? JMLR 2018
Assessing Quality Estimation Models for Sentence-Level Prediction COLING 2018
Random Feature Expansions for Deep Gaussian Processes ICML 2017
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS 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