most citedSparse Orthogonal Variational Inference for Gaussian Processes

6 citations · 6 across the 1 of their papers we have counts for

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stat.ML2019★ 6 cited

Sparse Orthogonal Variational Inference for Gaussian Processes

Jiaxin Shi, Michalis K. Titsias, Andriy Mnih

We introduce a new interpretation of sparse variational approximations for Gaussian processes using inducing points, which can lead to more scalable algorithms than previous method…