308 citations · 308 across the 1 of their papers we have counts for
2 papers
stat.ML2016★ 308 cited
GPflow: A Gaussian process library using TensorFlow
Alexander G. de G. Matthews, Mark van der Wilk, Tom Nickson +5
GPflow is a Gaussian process library that uses TensorFlow for its core computations and Python for its front end. The distinguishing features of GPflow are that it uses variational…
stat.ML2015
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes
Thomas Nickson, Tom Gunter, Chris Lloyd +2
We present Blitzkriging, a new approach to fast inference for Gaussian processes, applicable to regression, optimisation and classification. State-of-the-art (stochastic) inference…