Alexander Ulanov created SPARK-10627:
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Summary: Regularization for artificial neural networks
Key: SPARK-10627
URL: https://issues.apache.org/jira/browse/SPARK-10627
Project: Spark
Issue Type: Umbrella
Components: ML
Affects Versions: 1.5.0
Reporter: Alexander Ulanov
Priority: Minor
Add regularization for artificial neural networks. Includes, but not limited to:
1)L1 and L2 regularization
2)Dropout http://jmlr.org/papers/volume15/srivastava14a/srivastava14a.pdf
3)Dropconnect
http://machinelearning.wustl.edu/mlpapers/paper_files/icml2013_wan13.pdf
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