Deep learning papers at AISTATS 2010

Full proceedings

Learning the Structure of Deep Sparse Graphical Models Ryan Adams, Hanna Wallach, Zoubin Ghahramani

Why Does Unsupervised Pre-training Help Deep Learning? Dumitru Erhan, Aaron Courville, Yoshua Bengio, Pascal Vincent

Efficient Learning of Deep Boltzmann Machines Ruslan Salakhutdinov, Hugo Larochelle

Understanding the difficulty of training deep feedforward neural networks Xavier Glorot, Yoshua Bengio

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