Faulty Requirements Made Valuable: On the Role of Data Quality in Deep Learning.

Harshitha Challa Nan Niu Reese Johnson

Published in: AIRE@RE (2020)

Keyphrases

data quality
deep learning
unsupervised learning
data warehouse
quality management
unsupervised feature learning
data cleansing
machine learning
mental models
real world
deep architectures
weakly supervised
training examples
decision support
decision support system
higher order
multi class
database