Martin Jaggi
Group Webpage:
mlo.epfl.ch
EPFL IC IINFCOM MLO
INJ 341 (Bâtiment INJ)
Station 14
CH-1015 Lausanne
Fields of expertise
Machine Learning, Optimization
Teaching & PhD
Teaching
- Computer Science
- Communication Systems
PhD Programs
- Doctoral program in computer and communication sciences
Courses
Machine learning
Optimization for machine learning
This course teaches an overview of modern optimization methods, for applications in machine learning and data science. In particular, scalability of algorithms to large datasets will be discussed in theory and in implementation.
Fundamental Cont...
Topics in Machine Learning Systems
This course will cover the latest technologies, platforms and research contributions in the area of machine learning systems. The students will read, review and present papers from recent venues across the systems for ua ML spectrum.
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...