ServiceNow AI Research

Machine Learning

Deep Prior
Deep Prior
The recent literature on deep learning offers new tools to learn a rich probability distribution over high dimensional data such as …
Alexandre Lacoste, Thomas Boquet, Negar Rostamzadeh, Boris N. Oreshkin, Wonchang Chung, David Krueger
Workshop at the Neural Information Processing Systems (NeurIPS),  2017.
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Independently Controllable Factors
Independently Controllable Factors
It has been postulated that a good representation is one that disentangles the underlying explanatory factors of variation. However, it …
Valentin Thomas, Jules Pondard, Emmanuel Bengio, Marc Sarfati, Philippe Beaudoin, Marie-Jean Meurs, Joelle Pineau, Doina Precup, Yoshua Bengio
ArXiv,  2017.
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