Tárgykövetelmények
[TTK]
[matematikus képzés], MS
Spectral Clustering ***

Code: BMETE95MM40; Requirement: 2 lectures/week, final test/exam, 3 credits
Semester: 2024/25/1; Language: English;

Lecturer: [Dr. Bolla Marianna]

Presence. It is your responsibility to keep informed.

Final exam: theoretical questions from the topics (ideas of proofs). Oral exam for those who want to improve their grades offered for your midterm assessment and a final test.

The final grade. Offered based on the midterm assessment and a final test. There will be a homework exercise set for those who do not want to prepare a presentation. Alternatively, a 20-30 minutes long presentation can be held in the last weeks of the semester (based on papers, related to the topics, I will provide a list) or real life data analysis is also accepted. This gives 50% of your final grade. The other 50% is given on the basis of a final test (theoretical questions, basic notions, theorems, and algorithms) in the last week of the semester. Students who do not take this test or want to improve their result, can take an oral exam in the exam period.

Consultations: by appointment. As all the facts and formulas are in the written course material and explained in the online meetings, consultations are rather about additional questions, motivation and other problems that can be discussed in personal meetings.

Lecture notes, exam questions, homework exercises, and offered topics for presentation (together with bibliography) are continuously uploaded to the homepage of the subject: http://www.math.bme.hu/~marib/speclus

Book:

Bolla M., Spectral clustering and biclustering, Wiley (2013).

Also available in the library.

Budapest, August, 2024.

Marianna Bolla
Prof., DSc.