Michael Schober

According to our database, Michael Schober authored at least 8 papers between 2014 and 2019.

Collaborative distances:

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

2019

A probabilistic model for the numerical solution of initial value problems.

Michael Schober, Simo Särkkä, Philipp Hennig

Stat. Comput., 2019

GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver.

David John, Vincent Heuveline, Michael Schober

Proceedings of the 36th International Conference on Machine Learning, 2019

Fast and Robust Shortest Paths on Manifolds Learned from Data.

Georgios Arvanitidis, Søren Hauberg, Philipp Hennig, Michael Schober

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Bayesian Filtering for ODEs with Bounded Derivatives.

Emilia Magnani, Hans Kersting, Michael Schober, Philipp Hennig

CoRR, 2017

Dynamic Time-of-Flight.

Michael Schober, Amit Adam, Omer Yair, Shai Mazor, Sebastian Nowozin

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2015

A Random Riemannian Metric for Probabilistic Shortest-Path Tractography.

Søren Hauberg, Michael Schober, Matthew G. Liptrot, Philipp Hennig, Aasa Feragen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Probabilistic ODE Solvers with Runge-Kutta Means.

Michael Schober, David Duvenaud, Philipp Hennig

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Probabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers.

Michael Schober, Niklas Kasenburg, Aasa Feragen, Philipp Hennig, Søren Hauberg

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014