Michael Schober

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 8

Top Topics

Bayesian Filtering

Riemannian Metric

Top Venues

Publications

Georgios Arvanitidis, Søren Hauberg, Philipp Hennig, Michael Schober
Fast and Robust Shortest Paths on Manifolds Learned from Data. CoRR (2019)
Georgios Arvanitidis, Søren Hauberg, Philipp Hennig, Michael Schober
Fast and Robust Shortest Paths on Manifolds Learned from Data. AISTATS (2019)
David John, Vincent Heuveline, Michael Schober
GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver. ICML (2019)
Michael Schober, Simo Särkkä, Philipp Hennig
A probabilistic model for the numerical solution of initial value problems. Stat. Comput. 29 (1) (2019)
Emilia Magnani, Hans Kersting, Michael Schober, Philipp Hennig
Bayesian Filtering for ODEs with Bounded Derivatives. CoRR (2017)
Michael Schober, Amit Adam, Omer Yair, Shai Mazor, Sebastian Nowozin
Dynamic Time-of-Flight. CVPR (2017)
Michael Schober, Simo Särkkä, Philipp Hennig
A probabilistic model for the numerical solution of initial value problems. CoRR (2016)
Søren Hauberg, Michael Schober, Matthew G. Liptrot, Philipp Hennig, Aasa Feragen
A Random Riemannian Metric for Probabilistic Shortest-Path Tractography. MICCAI (1) (2015)
Michael Schober, Niklas Kasenburg, Aasa Feragen, Philipp Hennig, Søren Hauberg
Probabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers. MICCAI (3) (2014)
Michael Schober, David Duvenaud, Philipp Hennig
Probabilistic ODE Solvers with Runge-Kutta Means. NIPS (2014)
Michael Schober, David Duvenaud, Philipp Hennig
Probabilistic ODE Solvers with Runge-Kutta Means. CoRR (2014)