Tanja Käser

EPFL IC IINFCOM ML4ED
INF 234 (Bâtiment INF)
Station 14
1015 Lausanne

EPFL IC IINFCOM ML4ED
INF 234 (Bâtiment INF)
Station 14
1015 Lausanne

EPFL IC IINFCOM ML4ED
INF 234 (Bâtiment INF)
Station 14
1015 Lausanne

Web site:  Web site:  https://ssc.epfl.ch

EPFL IC IINFCOM ML4ED
INF 234 (Bâtiment INF)
Station 14
1015 Lausanne

Web site:  Web site:  https://sin.epfl.ch

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Administrative data

Publications

Infoscience publications

Teaching & PhD

Teaching

Communication Systems

Computer Science

Courses

Advanced information, computation, communication I

Discrete mathematics is a discipline with applications to almost all areas of study. It provides a set of indispensable tools to computer science in particular. This course reviews (familiar) topics as diverse as mathematical reasoning, combinatorics, discrete structures & algorithmic thinking.

Machine learning for behavioral data

The users of computer environments such as intelligent tutoring systems, interactive games, and web services are often very heterogeneous and therefore it is important to adapt to their specific needs and preferences. This course will cover the core methods of adaptation and personalization, with a focus on educational data. Specifically we will discuss approaches to the task of acc

Topics in Machine Learning for Education

This seminar course covers the interdisciplinary field of machine learning for education. By reading, reviewing, and presenting research papers from recent venues, students will become familiar with core issues and techniques in the field