Mateo Rojas-Carulla

According to our database, Mateo Rojas-Carulla authored at least 9 papers between 2017 and 2022.

Collaborative distances:

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

2022

Recommendations on test datasets for evaluating AI solutions in pathology.

André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski, Theodore Evans, Klaus Strohmenger, Max Westphal, Roman David Bülow, Michaela Kargl, Aray Karjauv, Isidre Munné-Bertran, Carl Orge Retzlaff, Adrià Romero-López, Tomasz Soltysinski, Markus Plass, Rita Carvalho, Peter Steinbach, Yu-Chia Lan, Nassim Bouteldja, David Haber, Mateo Rojas-Carulla, Alireza Vafaei Sadr, Matthias Kraft, Daniel Krüger, Rutger Fick, Tobias Lang, Peter Boor, Heimo Müller, Peter Hufnagl, Norman Zerbe

CoRR, 2022

2020

DeepMAsED: evaluating the quality of metagenomic assemblies.

Olga Mineeva, Mateo Rojas-Carulla, Ruth E. Ley, Bernhard Schölkopf, Nicholas D. Youngblut

Bioinform., 2020

2019

Learning transferable representations

Mateo Rojas-Carulla

PhD thesis, 2019

GeNet: Deep Representations for Metagenomics.

Mateo Rojas-Carulla, Ilya O. Tolstikhin, Guillermo Luque, Nicholas D. Youngblut, Ruth E. Ley, Bernhard Schölkopf

CoRR, 2019

2018

Invariant Models for Causal Transfer Learning.

Mateo Rojas-Carulla, Bernhard Schölkopf, Richard E. Turner, Jonas Peters

J. Mach. Learn. Res., 2018

Learning Independent Causal Mechanisms.

Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla, Bernhard Schölkopf

Proceedings of the 35th International Conference on Machine Learning, 2018

Causal Discovery Using Proxy Variables.

Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Discriminative k-shot learning using probabilistic models.

Matthias Bauer, Mateo Rojas-Carulla, Jakub Bartlomiej Swiatkowski, Bernhard Schölkopf, Richard E. Turner

CoRR, 2017

Avoiding Discrimination through Causal Reasoning.

Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017