conftrace_

inducing variable

12 papers

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Co-occurring keywords

variational inference (2069) gaussian process (1200) sparse approximation (76) gaussian processes (89) variational baye (50) sparse gaussian process (27) hierarchical prior (19) deep gaussian process (38) stochastic gradient hamiltonian monte carlo (9) black-box inference (9)

Papers

Variational Gaussian processes for linear inverse problems NIPS 2023
Actually Sparse Variational Gaussian Processes AISTATS 2023
Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes ICML 2023
Contraction rates for sparse variational approximations in Gaussian process regression JMLR 2022
Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations AISTATS 2021
Learning to Learn Dense Gaussian Processes for Few-Shot Learning NIPS 2021
Sparse within Sparse Gaussian Processes using Neighbor Information ICML 2021
Convergence of Sparse Variational Inference in Gaussian Processes Regression JMLR 2020
Generic Inference in Latent Gaussian Process Models JMLR 2019
Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019
Heterogeneous Multi-output Gaussian Process Prediction NIPS 2018
On Sparse Variational Methods and the Kullback-Leibler Divergence between Stochastic Processes AISTATS 2016