Guillaume Alain

According to our database1, Guillaume Alain authored at least 12 papers between 2009 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
Understanding intermediate layers using linear classifier probes.
CoRR, 2016

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

2015
Variance Reduction in SGD by Distributed Importance Sampling.
CoRR, 2015

GSNs : Generative Stochastic Networks.
CoRR, 2015

2014
What regularized auto-encoders learn from the data-generating distribution.
Journal of Machine Learning Research, 2014

Techniques for Learning Binary Stochastic Feedforward Neural Networks.
CoRR, 2014

Deep Generative Stochastic Networks Trainable by Backprop.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Generalized Denoising Auto-Encoders as Generative Models
CoRR, 2013

Generalized Denoising Auto-Encoders as Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012
Regularized Auto-Encoders Estimate Local Statistics
CoRR, 2012

Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders
CoRR, 2012

2009
Model-based clustering of array CGH data.
Bioinformatics, 2009


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