Online learning and sequential decision-making - November 2025

Length:  10 hours -  2 cfu

 

 

Abstract:

 

Online learning, one of the leading paradigms of machine learning, has been applied to a large-scale training, reinforcement learning, recommendation systems, digital markets, game theory, and more. This course will introduce the fundamental online learning algorithms with full and partial feedback, describe the main techniques for their analysis, and derive rigorous bounds on their performance.

 

 

Dates & Venue

Giorni Aula Orario
 17/11/25  Meeting Room - 5° floor - Via Celoria 18 - 20133 Milan  10:30 - 12:30 /   14:30 - 16:30
 18/11/25  Meeting Room - 5° floor - Via Celoria 18 - 20133 Milan  10:30 - 12:30 /   14:30 - 16:30
 19/11/25  Meeting Room - 5° floor - Via Celoria 18 - 20133 Milan  10:30 - 12:30

 

Suggested Readings:

 

 

Lecturer:

Prof. Nicolò Cesa-Bianchi - Dipartimento di Informatica

Dr. Khaled Eldowa - 

Dr. Andrew Jacobsen - Politecnico di Milano

 

 

 

Assessor:

Prof. Nicolò Cesa-Bianchi - Dipartimento di Informatica

Dr. Khaled Eldowa - 

Dr. Andrew Jacobsen - Politecnico di Milano