Explainable Artificial Intelligence (xAI) and model interpretability

LECTURER: Manuel Guzmán
AFFILIATION: Partner Management Solutions

LECTURER: Ernestina Menasalvas
AFFILIATION: ETSIInf, UPM

Outline

Understanding why a certain model makes certain decisions is key for certain industries such as medicine, law, or finance. This seminar serves as an introduction to these topics and the most commonly used techniques.

Syllabus

Introduction and context
What is interpretability in ML models?
Interopretability techniques
Case study

Assessment Method

Attendance, participation and assignment.

Credits

0.5 ECTS

Timetable

28 February, 15:00-18:00

Lecture Theatre

A-6202

Tuition Language

English.