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Mateo Rojas-Carulla
Mateo Rojas-Carulla
Lakera AI
Verified email at lakera.ai
Title
Cited by
Cited by
Year
Avoiding discrimination through causal reasoning
N Kilbertus, M Rojas Carulla, G Parascandolo, M Hardt, D Janzing, ...
Advances in neural information processing systems 30, 2017
6702017
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
3462018
Learning independent causal mechanisms
G Parascandolo, N Kilbertus, M Rojas-Carulla, B Schölkopf
International Conference on Machine Learning, 4036-4044, 2018
1852018
Discriminative k-shot learning using probabilistic models
M Bauer, M Rojas-Carulla, JB Świątkowski, B Schölkopf, RE Turner
arXiv preprint arXiv:1706.00326, 2017
802017
Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology
A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ...
Modern Pathology 35 (12), 1759-1769, 2022
372022
DeepMAsED: evaluating the quality of metagenomic assemblies
O Mineeva, M Rojas-Carulla, RE Ley, B Schölkopf, ND Youngblut
Bioinformatics 36 (10), 3011-3017, 2020
322020
Genet: Deep representations for metagenomics
M Rojas-Carulla, I Tolstikhin, G Luque, N Youngblut, R Ley, B Schölkopf
arXiv preprint arXiv:1901.11015, 2019
242019
Causal discovery using proxy variables
M Rojas-Carulla, M Baroni, D Lopez-Paz
arXiv preprint arXiv:1702.07306, 2017
122017
Causal transfer in machine learning
M Rojas-Carulla, B Schölkopf, R Turner, J Peters
arXiv preprint arXiv:1507.05333, 2015
102015
The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles
J Schreiber, C Boix, J wook Lee, H Li, Y Guan, CC Chang, JC Chang, ...
Genome biology 24 (1), 79, 2023
92023
Getting Personal with Epigenetics: Towards Machine-Learning-Assisted Precision Epigenomics
A Hawkins-Hooker, G Visonà, T Narendra, M Rojas-Carulla, B Schölkopf, ...
bioRxiv, 2022.02. 11.479115, 2022
22022
Getting personal with epigenetics: towards individual-specific epigenomic imputation with machine learning
A Hawkins-Hooker, G Visonà, T Narendra, M Rojas-Carulla, B Schölkopf, ...
Nature Communications 14 (1), 4750, 2023
12023
Publisher Correction to: Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology (Modern Pathology,(2022), 35, 12,(1759-1769 …
A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ...
2022
Learning Transferable Representations
M Rojas-Carulla
2019
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