Lectures
Lecturer
The lectures are given by Associate Professor Helge Langseth.
Office: ITV310
Phone: (735)96488
Email: helgel@idi.ntnu.no
Schedule
Tuesdays, 1415-1600, F4
Here is the tentative schedule for the lectures this autumn. Changes may occur, so check back here every now and then.
It is strongly recommended to read through the material before every lecture, explore the links etc.
IT3704: Lectures
29/08: Introduction
05/09: LECTURE POSTPONED
12/09: Inductive bias, overfitting.
19/09: Rule learning. Analytical learning, combined methods.
26/09: Case Based Reasoning colloquium 1
03/10: Case Based Reasoning colloquium 2
10/10: NO LECTURE
17/10: Case Based Reasoning colloquium 3
24/10: Bayesian Learning, EM algorithm.
31/10: Hypotheses evaluation. Classification learning.
07/11: SVMs + Classification learning, ensemble methods
14/11: NO LECTURE!
21/11: Wrap up of the course