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Theano Implementation of LambProp? • /r/MachineLearning

#artificialintelligenceJul-9-2016, 18:06:02 GMT

In my own experiments I've found ShakeWeight to really help generalization when using LambProp. You can train neural nets with trillions of layers on MNIST and not over fit. Plus you get your heart rate up and work the forearms.

artificial intelligence, deep learning, theano implementation, (3 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.40)

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Theano Implementation of LambProp? • /r/MachineLearning

#artificialintelligenceJul-7-2016, 18:01:32 GMT

Does anyone have an implementation of LambProp, preferably in Theano? The arxiv paper isn't out yet but I think that enough details have been leaked that a strong PhD student should be able to reproduce it. I incorporated gradient noise in my implementation since it seems to help.

artificial intelligence, machine learning, theano implementation, (6 more...)

#artificialintelligence

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.75)

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