82 citations · 243 across the 24 of their papers we have counts for
Showing 2016 · stat.MLShow all
2 papers · 2 filters
stat.ML2016★ 82 cited
Variational Fourier features for Gaussian processes
James Hensman, Nicolas Durrande, Arno Solin
This work brings together two powerful concepts in Gaussian processes: the variational approach to sparse approximation and the spectral representation of Gaussian processes. This…
stat.ML2016★ 50 cited
Nested Kriging predictions for datasets with large number of observations
Didier Rullière, Nicolas Durrande, François Bachoc +1
This work falls within the context of predicting the value of a real function at some input locations given a limited number of observations of this function. The Kriging interpola…