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Trimming the $\ell_1$ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning.
Jihun Yun
Peng Zheng
Eunho Yang
Aurelie C. Lozano
Aleksandr Y. Aravkin
Published in:
ICML (2019)
Keyphrases
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deep learning
statistical analysis
unsupervised learning
weakly supervised
unsupervised feature learning
machine learning
semi supervised
data sets
regularization term
data mining
pattern recognition
learning strategies
mental models
deep architectures