Papers
The Group Dantzig Selector
Han Liu, Jian Zhang, Xiaoye Jiang et al.
Towards Understanding Situated Natural Language
Antoine Bordes, Nicolas Usunier, Ronan Collobert et al.
Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot, Yoshua Bengio
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories
Ivan Titov, Alexandre Klementiev, Kevin Small et al.
Variational methods for Reinforcement Learning
Thomas Furmston, David Barber
Why are DBNs sparse?
Shaunak Chatterjee, Stuart Russell
Why Does Unsupervised Pre-training Help Deep Learning?
Dumitru Erhan, Aaron Courville, Yoshua Bengio et al.