Mateo Rojas-Carulla

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Directed Acyclic Graph

Causal Reasoning

Top Venues

J. Mach. Learn. Res.

Publications

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
Recommendations on test datasets for evaluating AI solutions in pathology. CoRR (2022)
Olga Mineeva, Mateo Rojas-Carulla, Ruth Ley, Bernhard Schölkopf, Nicholas Youngblut
DeepMAsED: evaluating the quality of metagenomic assemblies. Bioinform. 36 (10) (2020)
Mateo Rojas-Carulla, Ilya O. Tolstikhin, Guillermo Luque, Nicholas Youngblut, Ruth Ley, Bernhard Schölkopf
GeNet: Deep Representations for Metagenomics. CoRR (2019)
Mateo Rojas-Carulla, Bernhard Schölkopf, Richard E. Turner, Jonas Peters
Invariant Models for Causal Transfer Learning. J. Mach. Learn. Res. 19 (2018)
Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla, Bernhard Schölkopf
Learning Independent Causal Mechanisms. ICML (2018)
Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
Causal Discovery Using Proxy Variables. ICLR (Workshop) (2018)
Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf
Avoiding Discrimination through Causal Reasoning. NIPS (2017)
Giambattista Parascandolo, Mateo Rojas-Carulla, Niki Kilbertus, Bernhard Schölkopf
Learning Independent Causal Mechanisms. CoRR (2017)
Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf
Avoiding Discrimination through Causal Reasoning. CoRR (2017)
Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
Causal Discovery Using Proxy Variables. CoRR (2017)
Matthias Bauer, Mateo Rojas-Carulla, Jakub Bartlomiej Swiatkowski, Bernhard Schölkopf, Richard E. Turner
Discriminative k-shot learning using probabilistic models. CoRR (2017)