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Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization.
Dejiao Zhang
Julian Katz-Samuels
Mário A. T. Figueiredo
Laura Balzano
Published in:
SSP (2018)
Keyphrases
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deep learning
mixed norm
restricted boltzmann machine
regularization parameter
unsupervised learning
unsupervised feature learning
machine learning
high dimensional
weakly supervised
sparse approximation
mental models
deep architectures
image segmentation
active learning
multi class