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cs.LG2023
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer
Antonio J. G. Busson, Rafael Rocha, Rennan Gaio +14
This work proposes the Two-headed DragoNet, a Transformer-based model for hierarchical multi-label classification of financial transactions. Our model is based on a stack of Transf…
cs.LG2020
Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring
Luis Felipe M. O. Henriques, Eduardo Morgan, Sergio Colcher +1
Non-Intrusive Load Monitoring (NILM) is a computational technique to estimate the power loads' appliance-by-appliance from the whole consumption measured by a single meter. In this…