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We introduce unFEAR, Unsupervised Feature Extraction Clustering, to identify economic crisis regimes. Given labeled crisis and non-crisis episodes and the corresponding features values, unFEAR uses ...
The network, SAUCIE — or sparse autoencoder for unsupervised clustering, imputation, and embedding — simultaneously analyzes and visualizes large datasets. Though the program could be used for other ...