conftrace_

sparse variational inference

9 papers

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SVI

Co-occurring keywords · papers mentioning both

gaussian process (4) bayesian inference (2) variational inference (2) discrete optimal support (1) inducing variable (1) deep gaussian process (1) non-stationary process (1) orthogonal basis (1) matrix gaussian process (1) convolutional gaussian process (1)

Papers

Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023 Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023 Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022 Variational multiple shooting for Bayesian ODEs with Gaussian processes UAI 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 NeurIPS 2019 Orthogonally Decoupled Variational Gaussian Processes NeurIPS 2018 Sparse Submodular Probabilistic PCA AISTATS 2015