Nonlinear Classification Problems

Kernel Trick for Support Vector Machines

Todo

Under construction. See for example [20], [11].

• Rough notes: SVM in dual formulation and kernel trick

Multi-Layer Networks and Backpropagation

Todo

Under construction. See for example [20], [11], [12].

• Rough notes: Multi-Layer Networks and Backpropagation
• Regularization, Overfitting
• Approximation theory