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Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning.
Elliott Gordon-Rodríguez
Gabriel Loaiza-Ganem
Geoff Pleiss
John P. Cunningham
Published in:
ICBINB@NeurIPS (2020)
Keyphrases
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deep learning
cross entropy
unsupervised learning
log likelihood
maximum likelihood
machine learning
evaluation metrics
mental models
language modeling
object recognition
weakly supervised
error function
language model
em algorithm
query expansion
ranking functions