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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich



Current Trends in Machine Learning

WS 2014/15, TU München


Location: Room 00.09.023
Date: Wednesday, First meeting 8.10.2014, Presentations starting on 07.01.2014
Time: 14:00 - 16:00
Lecturer: Rudolph Triebel, Vladyslav Usenko, Caner Hazirbas
SWS: 2

The course will be held in English. The students can do their presentation in German, but English is preferred.


Maschinelles Lernen bezeichnet Methoden um Muster unter Nutzung von Vorwissen in strukturierten Daten aufzufinden. In diesem Seminar werden aktuelle Themen anhand von Konferenzbeiträgen aus dem Bereich Maschinelles Lernen behandelt. Dazu gehören Anwendungen in der Robotik, der Signalverarbeitung (z. B. blinde Quellentrennung), Empfehlungsdienste (Recommender Systems) und sich zeitlich verändernde Daten. Jeder Student wählt eine wissenschaftliche Veröffentlichung, die er im Seminar präsentiert.

Teilnehmerzahl: 12 Studenten (Master).
Registrierung: per e-Mail an Rudolph Triebel und unter TUM online (IN2107).

Description Machine Learning studies computational methods that find patterns in structured data. In this seminar we will discuss current trends in machine learning based on research articles, including applications in robotics, signal processing (e.g. blind source separation), recommender systems and time varying data. Every student picks a recent research paper on machine learning that he presents in the seminar.

Attendance is limited to 12 students (Master).
Registration: send email to Rudolph Triebel and on TUM online (IN2107).

Important Dates
First Meeting Room 02.09.023, 14:00 - 16:00 8.10.2014 - fixed assignment of topic and date. These are the slides of last year. The topics will be different, but the procedure will be the same.
SeminarRoom 02.09.23, 14:00 - 16:00 7.01.2015, 14.01.2015, 21.01.2015, 28.01.2015
Final Report27.02.2015

Useful Documents

The initial presentation with the relevant information is available here

A LaTeX-template for your seminar report is available for download here.

Paper Assigments
PaperSupervisorStudentPresentation date

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Computer Vision Group

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