Magnus Ross

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Multitask Learning

Gaussian Process

Top Venues

Trans. Mach. Learn. Res.

Publications

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Nonparametric Gaussian Process Covariances via Multidimensional Convolutions. AISTATS (2023)
Magnus Ross, Markus Heinonen
Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes. Trans. Mach. Learn. Res. 2023 (2023)
Magnus Ross, Markus Heinonen
Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes. CoRR (2023)
Daniel Augusto de Souza, Alexander Nikitin, ST John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João Paulo Pordeus Gomes, Diego Mesquita, César C. Lincoln Mattos
Thin and deep Gaussian processes. NeurIPS (2023)
Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João P. P. Gomes, Diego Mesquita, César Lincoln C. Mattos
Thin and Deep Gaussian Processes. CoRR (2023)
Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Shallow and Deep Nonparametric Convolutions for Gaussian Processes. CoRR (2022)
Michael Thomas Smith, Magnus Ross, Joel Ssematimba, Pablo A. Alvarado, Mauricio Alvarez, Engineer Bainomugisha, Richard Wilkinson
Modelling calibration uncertainty in networks of environmental sensors. CoRR (2022)
Magnus Ross, Michael Thomas Smith, Mauricio A. Álvarez
Learning Nonparametric Volterra Kernels with Gaussian Processes. CoRR (2021)
Magnus Ross, Michael T. Smith, Mauricio A. Álvarez
Learning Nonparametric Volterra Kernels with Gaussian Processes. NeurIPS (2021)