Guillaume Alain

According to our database1, Guillaume Alain authored at least 8 papers between 2009 and 2018.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Negative eigenvalues of the Hessian in deep neural networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Understanding intermediate layers using linear classifier probes.
Proceedings of the 5th International Conference on Learning Representations, 2017

2015
Techniques for Learning Binary Stochastic Feedforward Neural Networks.
Proceedings of the 3rd International Conference on Learning Representations, 2015

2014
What regularized auto-encoders learn from the data-generating distribution.
J. Mach. Learn. Res., 2014

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

2013
Regularized Auto-Encoders Estimate Local Statistics
Proceedings of the 1st International Conference on Learning Representations, 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

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


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