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10/15/2019
REVE: Regularizing Deep Learning with Variational Entropy Bound
Studies on generalization performance of machine learning algorithms und...
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08/07/2019
A Characterization of Mean Squared Error for Estimator with Bagging
Bagging can significantly improve the generalization performance of unst...
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04/29/2018
SHARE: Regularization for Deep Learning
Regularization is a big issue for training deep neural networks. In this...
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04/29/2018
SHADE: Information-Based Regularization for Deep Learning
Regularization is a big issue for training deep neural networks. In this...
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04/04/2018
GoSGD: Distributed Optimization for Deep Learning with Gossip Exchange
We address the issue of speeding up the training of convolutional neural...
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11/29/2016
Gossip training for deep learning
We address the issue of speeding up the training of convolutional networ...
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10/25/2016