most citedThe information of attribute uncertainties: what convolutional neural networks can learn about errors in input data

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cs.LG2021★ 2 cited

The information of attribute uncertainties: what convolutional neural networks can learn about errors in input data

Natália V. N. Rodrigues, L. Raul Abramo, Nina S. Hirata

Errors in measurements are key to weighting the value of data, but are often neglected in Machine Learning (ML). We show how Convolutional Neural Networks (CNNs) are able to learn…