Machine learning refines earthquake detection capabilities

Journal Reference: Bertrand Rouet-Leduc, Romain Jolivet, Manon Dalaison, Paul A. Johnson, Claudia Hulbert. Autonomous extraction of millimeter-scale deformation in InSAR time series using deep learning. Nature Communications, 2021; 12 (1) DOI: 10.1038/s41467-021-26254-3 “Applying machine learning to InSAR data gives us a new way to understand the physics behind tectonic faults and earthquakes,” said Bertrand Rouet-Leduc, … Read more

Machine learning can be fair and accurate

Journal Reference: Kit T. Rodolfa, Hemank Lamba, Rayid Ghani. Empirical observation of negligible fairness–accuracy trade-offs in machine learning for public policy. Nature Machine Intelligence, 2021; 3 (10): 896 DOI: 10.1038/s42256-021-00396-x As the use of machine learning has increased in areas such as criminal justice, hiring, health care delivery and social service interventions, concerns have grown … Read more

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