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20202024
most citedState Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes

4 citations · 8 across the 6 of their papers we have counts for

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Showing 2020 · cs.LGShow all

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cs.LG2020

Fast Variational Learning in State-Space Gaussian Process Models

Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan +1

Gaussian process (GP) regression with 1D inputs can often be performed in linear time via a stochastic differential equation formulation. However, for non-Gaussian likelihoods, thi…