reading:reference

Please add links to reference materials, extra readings or other helpful resources related to the reading group discussion below.

Deep Learning

Drop-out: A Simple Way to Prevent Neural Networks from Overfitting by Srivastava et al. (Demonstrates the regularization effect of drop-out )
Transformation Invariance in Pattern Recognition: Tangent Distance and Propagation by Simard et al. (Details on the tangent distance and tangent prop algorithms)