Mateo Rojas-Carulla
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms, Genomics and Phylogenetic Studies, Genomics and Chromatin Dynamics, Epigenetics and DNA Methylation
Most-Cited Works
- → Avoiding Discrimination through Causal Reasoning(2017)178 cited
- → Invariant Models for Causal Transfer Learning(2015)163 cited
- Learning Independent Causal Mechanisms(2018)
- → Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology(2022)61 cited
- → DeepMAsED: evaluating the quality of metagenomic assemblies(2020)54 cited
- → Discriminative k-shot learning using probabilistic models(2017)41 cited
- Causal Transfer in Machine Learning(2015)
- → Getting personal with epigenetics: towards individual-specific epigenomic imputation with machine learning(2023)15 cited
- → Causal Discovery Using Proxy Variables(2017)10 cited