667 citations · 1.5k across the 26 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 55 cited
Convolutional Gaussian Processes
Mark van der Wilk, Carl Edward Rasmussen, James Hensman
We present a practical way of introducing convolutional structure into Gaussian processes, making them more suited to high-dimensional inputs like images. The main contribution of…
math.OC2017
Lazily Adapted Constant Kinky Inference for Nonparametric Regression and Model-Reference Adaptive Control
Jan-Peter Calliess
Techniques known as Nonlinear Set Membership prediction, Lipschitz Interpolation or Kinky Inference are approaches to machine learning that utilise presupposed Lipschitz properties…