Martin Emil Jakobsen | DeepAI

AI Chat

Featured Co-authors

Peter Bühlmann
58 publications
Jonas Peters
44 publications
Rajen D. Shah
16 publications
Niklas Pfister
13 publications
Nicola Gnecco
3 publications
Rune Christiansen
3 publications

∙ 10/04/2021

Causality and Generalizability: Identifiability and Learning Methods

This PhD thesis contains several contributions to the field of statistic...

0 Martin Emil Jakobsen, et al. ∙

∙ 08/19/2021

Structure Learning for Directed Trees

Knowing the causal structure of a system is of fundamental interest in m...

11 Martin Emil Jakobsen, et al. ∙

∙ 06/12/2020

The Difficult Task of Distribution Generalization in Nonlinear Models

We consider the problem of predicting a response from a set of covariate...

0 Rune Christiansen, et al. ∙

∙ 05/07/2020

Distributional Robustness of K-class Estimators and the PULSE

In causal settings, such as instrumental variable settings, it is well k...

1 Martin Emil Jakobsen, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world