Efficacy and efficiency evaluation of machine learning models - September 2026

Length:  15 hours - 3 cfu

 

Abstract:

The course will describe and analyze methods for the evaluation of the performance of machine learning models, with reference to their  efficacy (exploiting statistical methods) and efficiency (in terms of time, space, and energy consumption).

 

Dates & Venue

Giorni Aula Orario
 17/09/26  Meeting Room - 3°floor - Via Celoria 18 - 20133 Milan  14:00 - 16:00
 18/09/26  Meeting Room - 3°floor - Via Celoria 18 - 20133 Milan  14:00 - 17:00
 21/09/26  Meeting Room -  floor - Via Celoria 18 - 20133 Milan  09:30 - 11:30
 22/09/26  Meeting Room -  floor - Via Celoria 18 - 20133 Milan  09:30 - 12:30
 23/09/26  Meeting Room  floor - Via Celoria 18 - 20133 Milan  09:30 - 12:30
 24/09/26  Meeting Room  floor - Via Celoria 18 - 20133 Milan  09:30 - 11:30

 

 

Suggested Readings:

 

 

Lecturer:

Prof. Dario Malchiodi - Dipartimento di Informatica

Prof. Marco Frasca - Dipartimento di Informatica

 

 

 

 

 

Assessor:

Prof. Dario Malchiodi - Dipartimento di Informatica

Prof. Marco Frasca - Dipartimento di Informatica