Martin Emil Jakobsen

According to our database, Martin Emil Jakobsen authored at least 5 papers between 2019 and 2022.

Collaborative distances:

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

2022

A Causal Framework for Distribution Generalization.

Rune Christiansen, Niklas Pfister, Martin Emil Jakobsen, Nicola Gnecco, Jonas Peters

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Structure Learning for Directed Trees.

Martin Emil Jakobsen, Rajen Dinesh Shah, Peter Bühlmann, Jonas Peters

J. Mach. Learn. Res., 2022

2021

Causality and Generalizability: Identifiability and Learning Methods.

Martin Emil Jakobsen

CoRR, 2021

2020

Distributional Robustness of K-class Estimators and the PULSE.

Martin Emil Jakobsen, Jonas Peters

CoRR, 2020

2019

Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values.

Sebastian Weichwald, Martin Emil Jakobsen, Phillip B. Mogensen, Lasse Petersen, Nikolaj Thams, Gherardo Varando

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019