Assignment cover

Please use for all assignments the following cover.pdf.

Tasks

On this site you find the problem sets and projects for the practicals.

Exercises



Problem Sets

Nr.IssuedSubmission DatePresented onLinkAdditional Material
114.10.200921.10.200821.10.2009Probability Theory
214.10.20094.11.20094.11.2009Decision Theory I
321.10.20094.11.20094.11.2009Decision Theory II
421.10.20094.11.20094.11.2009Linear models for regression I
521.10.20094.11.20094.11.2009Linear models for regression II
611.11.200925.11.200925.11.2009PCA vs. Fisher's Linear Discriminant faces.zip
711.11.200925.11.200925.11.2009Cross-Entropy Error Function
811.11.200925.11.200925.11.2009Perceptron learning rule
911.11.200925.11.200925.11.2009Iterative reweighted least squares vehicle.zip
102.12.200916.12.200916.12.2009Quasi-Newton's Method
112.12.200916.12.200916.12.2009Function Minimization conjgrad.zip
122.12.200916.12.200916.12.2009Digit Classification digits.zip
132.12.200916.12.200916.12.2009Decision Boundaries of Backprop data1.zip
1420.1.2010-29.1.2010Tangent propagation
1520.1.2010-29.1.2010Boltzmann machines I boltzmann.zip
1620.1.2010-29.1.2010Boltzmann machines II boltzmann.zip


Slides from Practicals

PracticalDateTopicSlides
114.10.2009 Organisation, probability theory Slides (PDF)
228.10.2009 Decision theory, linear models for regression Slides (PDF)
311.11.2009 Linear models for classification Slides (PDF), Proof (PDF)
42.12.2009 2nd order methods Slides (PDF)
520.1.2010 Boltzmann machines Slides (PDF)


Please post your questions concerning the problem sets to the NNA Newsgroup, or send them directly to Stefan Häusler.