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Exercises

The exercises will be held on Tuesday:
1.00 - 1.45 pm (09.150)
3.00 - 3.45 pm (H10)

Both exercises will cover the same topics.

If there are any questions or problems regarding the exercises that could not be clarified within the courses, please contact us.

 

Start and Subscription

The exercises will start April, 27.

Any information regarding the exercises and the assignments will be given in the lecture or exercise in the first week.

 

News

Due to the bonding exhibition next week, the exercise from

  • 15:00-15:45, July 6, will take place in the
  • seminar room 0.85, Martensstr.7,

in the material sciences building! This is a one-time change.

Assignments

Complete set of exercise sheets (unrestricted acces, no solutions): (.zip)

 

DescriptionDateDue
1.

Classification Toolbox (.zip)
Classification Toolbox Presentation Slides (.pdf)
Toolbox, k-NN, Parametric Decision Boundaries  (pdf)

k-NN Classifier (.m)
Ex 1.3 (.m)

27.04.201004.05.2010
2.

Logisitic Regression (pdf)

Gaussian Classifier (.m)
Gaussian Logistic Regression (.m)

04.05.201011.05.2010
3.

Logistic Regression, Numerical Optimization (pdf)

Parametric Logistic Regression (.m)

11.05.201018.05.2010
4.

LDA, Fisher Transform (pdf)

Fisher Transform Skeleton file (.m)
Fisher Transform (.m)
LDA (.m)

21.05.201001.06.2010
5.

Naive Bayes, Rosenblatt's Perceptron (pdf)

Naive Bayes (Exercises.m), Rosenblatt's Perceptron (.m)

01.06.201008.06.2010
6.

Support Vector Machines (pdf)

10.06.201015.06.2010
7.

SVM Soft Margins, Kernel SVM (pdf)

SVM with Hard Margins (extend this) (m)

KernelSVM data (mat)

Solution SVM Hard/Softmargins (.m)

16.06.201022.06.2010
8.

EM-Algorithm (pdf)

k-Means skeleton (.m)

EM skeleton (.m)

further hints (pdf)

01.07.201006.07.2010
9.

EM-Algorithm II (pdf)

EM Explanation for GMM (pdf)
EM Explanation for missing coordinate (pdf)

EM solution from previous exercise (.m)
Missing coordinate example (.m)

06.07.201013.07.2010
10.Deleted Interpolation (pdf)13.07.201020.07.2010