Volkan Cevher

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

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

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Administrative data

Fields of expertise

Machine Learning 
Optimization 
Signal Processing 
Information Theory 

Publications

Infoscience publications

Teaching & PhD

Teaching

Electrical and Electronics Engineering

PhD Programs

Doctoral Program in Electrical Engineering

Doctoral program in computer and communication sciences

Doctoral Program in Microsystems and Microelectronics

Doctoral Program Digital Humanities

Courses

Theory and Methods for Reinforcement Learning

This course describes theory and methods for decision making under uncertainty under partial feedback.

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

Students learn about advanced topics in machine learning, artificial intelligence, optimization, and data science. Students also learn to interact with scientific work, analyze and understand strengths and weaknesses of scientific arguments of both theoretical and experimental results.