Search Results for author: Roman Föll

Found 2 papers, 2 papers with code

Deep recurrent Gaussian process with variational Sparse Spectrum approximation

1 code implementation • 27 Sep 2019 • Roman Föll, Bernard Haasdonk, Markus Hanselmann, Holger Ulmer

In this paper we introduce several new Deep recurrent Gaussian process (DRGP) models based on the Sparse Spectrum Gaussian process (SSGP) and the improved version, called variational Sparse Spectrum Gaussian process (VSSGP).

Autonomous Driving Weather Forecasting

Paper
Code

Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation

1 code implementation • 2 Nov 2017 • Roman Föll, Bernard Haasdonk, Markus Hanselmann, Holger Ulmer

Modeling sequential data has become more and more important in practice.

Autonomous Driving Variational Inference +1

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