|M. Pawan Kumar|
Topic 2: Support Vector Machines.
Topic 4: Neural Networks.
Topic 5: Neural Network Verification.
The solutions to the following tutorial sheets will be made available on weblearn after the classes.
Tutorial Sheet 1: Regression, Binary SVM
Tutorial Sheet 2: Multiclass SVM, Duality, Neural Networks
Shai Ben-David and Shai Shalev-Shwartz. Understanding Machine Learning: From Theory to Algorithms