Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning.

Xinjie Lan Bin Zhu Charles Boncelet Kenneth E. Barner

Published in: MLSP (2021)

Keyphrases

trade off
bias variance
deep learning
mutual information
bias variance decomposition
unsupervised feature learning
similarity measure
machine learning
pattern recognition
prior knowledge
data sets
feature extraction
image registration
unsupervised learning