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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:
CoRR (2020)
Keyphrases
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deep learning
cross entropy
log likelihood
maximum likelihood
unsupervised learning
machine learning
evaluation metrics
weakly supervised
error function
language modeling
mental models
ranking functions
computer vision
web search
higher order