Learning Nonparametric Volterra Kernels with Gaussian Processes. - Magnus Ross; Michael T. Smith 003; Mauricio A. Álvarez (NeurIPS, 2021)

Modelling calibration uncertainty in networks of environmental sensors. - Michael Thomas Smith; Magnus Ross; Joel Ssematimba; Pablo A. Alvarado; Mauricio A. Álvarez; Engineer Bainomugisha; Richard Wilkinson (CoRR, 2022)

Shallow and Deep Nonparametric Convolutions for Gaussian Processes. - Thomas M. McDonald 001; Magnus Ross; Michael T. Smith 003; Mauricio A. Álvarez (CoRR, 2022)

Nonparametric Gaussian Process Covariances via Multidimensional Convolutions. - Thomas M. McDonald 001; Magnus Ross; Michael T. Smith 003; Mauricio A. Álvarez (AISTATS, 2023)

Thin and deep Gaussian processes. - Daniel Augusto de Souza; Alexander Nikitin; St John; Magnus Ross; Mauricio A. Álvarez; Marc Peter Deisenroth; João Paulo Pordeus Gomes; Diego Mesquita; César Lincoln C. Mattos (NeurIPS, 2023)

Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes. - Magnus Ross; Markus Heinonen (Trans. Mach. Learn. Res., 2023)