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- Review on Learning deep architectures for AI by Yoshua Bengio [pdf]
- The Matrix Cookbook by Kaare Brandt Petersen and Michael Syskind Pedersen [pdf]
- Convex Optimization book
of Stephen Boyd and Lieven Vandenberghe [ps.gz] [pdf] [html]
- Natural Image Statistics book by Aapo Hyvärinen, Jarmo Hurri and Patrik O. Hoyer [html] [pdf]
- NIPS conference papers [html]
- Journal of Machine Learning Research papers [html]
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