Sébastien Marcel

EPFL STI IEL LIDIAP
INF 136 (Bâtiment INF)
Station 14
CH-1015 Lausanne

EPFL > STI > IEL > LIDIAP

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

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Administrative data

Teaching & PhD

Teaching

Electrical and Electronics Engineering

PhD Programs

Doctoral Program in Electrical Engineering

Doctoral program in computer and communication sciences

Courses

Fundamentals in statistical pattern recognition

This course provides in-depth understanding of the most fundamental algorithms in statistical pattern recognition as well as concrete tools (as source code) to PhD students for their work. It will cover regression, classification (MLP, SVM) and probability distribution modeling (k-Means, GMM, HMM).