Martin Emil Jakobsen

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Markov Logic Networks

Structure Learning

Causal Independence

Bayesian Networks

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Martin Emil Jakobsen, Rajen Dinesh Shah, Peter Bühlmann, Jonas Peters
Structure Learning for Directed Trees. J. Mach. Learn. Res. 23 (2022)
Rune Christiansen, Niklas Pfister, Martin Emil Jakobsen, Nicola Gnecco, Jonas Peters
A Causal Framework for Distribution Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Martin Emil Jakobsen, Rajen D. Shah, Peter Bühlmann, Jonas Peters
Structure Learning for Directed Trees. CoRR (2021)
Martin Emil Jakobsen
Causality and Generalizability: Identifiability and Learning Methods. CoRR (2021)
Martin Emil Jakobsen, Jonas Peters
Distributional Robustness of K-class Estimators and the PULSE. CoRR (2020)