Pay attention and you won’t lose it: a deep learning approach to sequence imputation

In most areas of machine learning, it is assumed that data quality is fairly consistent between training and inference. Unfortunately, in real systems, data are plagued by noise, loss, and various other quality reducing factors. While a number of deep learning algorithms solve end-stage problems of...

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Bibliographic Details
Main Authors: Ilia Sucholutsky, Apurva Narayan, Matthias Schonlau, Sebastian Fischmeister
Format: Article
Language:English
Published: PeerJ Inc. 2019-08-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-210.pdf