Volkan Cevher

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Associate Professor

volkan.cevher@epfl.ch +41 21 693 11 01 http://lions.epfl.ch

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

Mathematics of data: from theory to computation

This course reviews recent advances in convex optimization and statistical analysis in the wake of Big Data. We provide an overview of the emerging convex formulations and their guarantees, describe scalable solution techniques, and illustrate the role of...

Theory and Methods for Reinforcement Learning

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

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 theore...