Introduzione al Machine Teaching: Teoria e Applicazioni (2020/2021)

Course code
cod wi: DT000077
Name of lecturer
Ferdinando Cicalese
Coordinator
Ferdinando Cicalese
Number of ECTS credits allocated
2
Academic sector
INF/01 - INFORMATICS
Language of instruction
Italian
Location
VERONA
Period
A.A. 20/21 dottorato dal Oct 1, 2020 al Sep 30, 2021.

Lesson timetable

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Learning outcomes

Aim of the course is to introduce the concept of machine teaching and its relationships to other models of machine learning, in particular PAC and active learning.

Syllabus

Basic definitions of PAC learning
Basic definitions of Active learning
Basic definition of Machine Teaching
Interactive Machine Teaching
Black Box machine teaching
Applications

Reference books
Author Title Publisher Year ISBN Note
J. Kleinberg, É. Tardos Algorithm Design (Edizione 1) Addison Wesley 2006 978-0321295354

Assessment methods and criteria

Reading, analysis and discussion of recent results in machine teaching