Pierre-Antoine Manzagol

According to our database1, Pierre-Antoine Manzagol authored at least 7 papers between 2007 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2016
Theano: A Python framework for fast computation of mathematical expressions.
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CoRR, 2016

2010
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion.
Journal of Machine Learning Research, 2010

Why Does Unsupervised Pre-training Help Deep Learning?
Journal of Machine Learning Research, 2010

2009
The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

2008
On the Use of Sparce Time Relative Auditory Codes for Music.
Proceedings of the ISMIR 2008, 2008

Extracting and composing robust features with denoising autoencoders.
Proceedings of the Machine Learning, 2008

2007
Topmoumoute Online Natural Gradient Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007


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