conftrace_

sparse variational inference

9 papers

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Also known as

SVI

Co-occurring keywords

gaussian process (1200) bayesian inference (1907) variational inference (2069) sparse hypergraph (1) transformed gaussian process (1) decoupled parametrization (1) discrete optimal support (1) inducing variable (12) deep gaussian process (38) non-stationary process (8)

Papers

Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023
Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023
Variational multiple shooting for Bayesian ODEs with Gaussian processes UAI 2022
Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022
Convergence of Sparse Variational Inference in Gaussian Processes Regression JMLR 2020
Sparse Orthogonal Variational Inference for Gaussian Processes AISTATS 2020
Sparse Variational Inference: Bayesian Coresets from Scratch NIPS 2019
Orthogonally Decoupled Variational Gaussian Processes NIPS 2018
Sparse Submodular Probabilistic PCA AISTATS 2015