Mateo Rojas-Carulla
Mateo Rojas-Carulla
Software Engineer at Google
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TitleCited byYear
Avoiding discrimination through causal reasoning
N Kilbertus, MR Carulla, G Parascandolo, M Hardt, D Janzing, ...
Advances in Neural Information Processing Systems, 656-666, 2017
Invariant models for causal transfer learning
M Rojas-Carulla, B Schölkopf, R Turner, J Peters
The Journal of Machine Learning Research 19 (1), 1309-1342, 2018
Discriminative k-shot learning using probabilistic models
M Bauer, M Rojas-Carulla, JB Świątkowski, B Schölkopf, RE Turner
arXiv preprint arXiv:1706.00326, 2017
Learning independent causal mechanisms
G Parascandolo, N Kilbertus, M Rojas-Carulla, B Schölkopf
arXiv preprint arXiv:1712.00961, 2017
Causal transfer in machine learning
M Rojas-Carulla, B Schölkopf, R Turner, J Peters
arXiv preprint arXiv:1507.05333, 2015
Causal discovery using proxy variables
M Rojas-Carulla, M Baroni, D Lopez-Paz
arXiv preprint arXiv:1702.07306, 2017
Genet: Deep representations for metagenomics
M Rojas-Carulla, I Tolstikhin, G Luque, N Youngblut, R Ley, B Schölkopf
arXiv preprint arXiv:1901.11015, 2019
DeepMAsED: Evaluating the quality of metagenomic assemblies
M Rojas-Carulla, RE Ley, B Schölkopf, ND Youngblut
BioRxiv, 763813, 2019
Learning Transferable Representations
M Rojas-Carulla
University of Cambridge, 2019
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