Mateo Rojas-Carulla

Avoiding Discrimination through Causal Reasoning

Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo et al. · arXiv (Cornell University) · 2017 · 178 citations · Full text

Engineering, Machine Learning, Discrimination +17

Invariant Models for Causal Transfer Learning

Mateo Rojas-Carulla, Bernhard Schölkopf, Richard E. Turner et al. · arXiv (Cornell University) · 2015 · 163 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Learning Independent Causal Mechanisms

Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla et al. · MPG.PuRe (Max Planck Society) · 2018 · 83 citations

Artificial Intelligence, Engineering, Machine Learning +20

DeepMAsED: evaluating the quality of metagenomic assemblies

Olga Mineeva, Mateo Rojas-Carulla, Ruth E. Ley et al. · Bioinformatics · 2020 · 50 citations

Discriminative k-shot learning using probabilistic models

Matthias Bauer, Mateo Rojas-Carulla, Jakub Świątkowski et al. · arXiv (Cornell University) · 2017 · 41 citations · Full text

Few-shot Learning, Image Classification, Machine Vision +15