Volkan Cevher

EPFL STI IEL LIONS
ELE 233 (Bâtiment ELE)
Station 11
1015 Lausanne

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

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

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

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Administrative data

Fields of expertise

Machine Learning 
Optimization 
Reinforcement Learning
Deep learning

Publications

Infoscience publications

Teaching & PhD

Teaching

Electrical and Electronics Engineering

Courses

Mathematics of data: from theory to computation

(Coursebook not yet approved by the section)

Training Large Language Models

(Coursebook not yet approved by the section)

Online learning in games

This course provides an overview of recent developments in online learning, game theory, and variational inequalities and their point of intersection with a focus on algorithmic development. The primary approach is to lay out the different problem classes and their associated optimal rates.

EECS Seminar: Advanced Topics in Machine Learning

(Coursebook not yet approved by the section)