Volkan Cevher

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

EPFL STI STI-SEL SEL-ENS
ELE 233 (Bâtiment ELE)
Station 11
CH-1015 Lausanne

EPFL E E-DOC EDEE-ENS

EPFL P P-GEC CCE

Administrative data

Fields of expertise

Machine Learning
Optimization
Signal Processing
Information Theory

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

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... goto

Doctoral Program in Electrical Engineering, 2018-2019, language : english
Doctoral program in computer and communication sciences, 2018-2019, language : english

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... goto

Doctoral Program in Electrical Engineering, 2018-2019, language : english
Management of Technology and Entrepreneurship, 2018-2019, Master semester 1, language : english
Management of Technology and Entrepreneurship, 2018-2019, Master semester 3, language : english
Section of Communication Systems, 2018-2019, Master semester 1, language : english
Section of Communication Systems, 2018-2019, Master semester 3, language : english
Section of Electrical and Electronical Engineering, 2018-2019, Master semester 1, language : english
Section of Electrical and Electronical Engineering, 2018-2019, Master semester 3, language : english
Section of Mathematics, 2018-2019, Master semester 1, language : english
Section of Mathematics, 2018-2019, Master semester 3, language : english

Theory and Methods for Reinforcement Learning

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

Doctoral Program in Electrical Engineering, 2018-2019, language : english