Efficacy and efficiency evaluation of machine learning models - June 2024

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
03/06/2024 Lab. Laurea Magistrale - 5° floor. - Via Celoria 18 - 20133 Milan

9:30-12:30

04/06/2024 Sala Riunioni - 5° floor. - Via Celoria 18 - 20133 Milan

9:30-12:30

05/06/2024 Lab. Laurea Magistrale - 5° floor - Via Celoria 18 - 20133 Milan 14:00-17:00
07/06/2024 Lab. Laurea Magistrale - 3° floor  - Via Celoria 18 - 20133 Milan

14:00-16:00

10/06/2024 Lab. Laurea Magistrale - 5° floor - Via Celoria 18 - 20133 Milan 9:30-11:30
11/06/2024 Sala Riunioni - 5° floor. - Via Celoria 18 - 20133 Milan 9:30-11:30

 

Suggested Readings

Machine learning. Foundations of statistics and computer programming.

 

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