Magnus Ross

According to our database, Magnus Ross authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes.

Magnus Ross, Markus Heinonen

Trans. Mach. Learn. Res., 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Nonparametric Gaussian Process Covariances via Multidimensional Convolutions.

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Shallow and Deep Nonparametric Convolutions for Gaussian Processes.

Thomas M. McDonald, Magnus Ross, Michael T. Smith, Mauricio A. Álvarez

CoRR, 2022

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

2021

Learning Nonparametric Volterra Kernels with Gaussian Processes.

Magnus Ross, Michael T. Smith, Mauricio A. Álvarez

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021