A tour of Machine Learning: an AI perspective - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles AI Communications Year : 2014

A tour of Machine Learning: an AI perspective

Abstract

Machine Learning has been at the core of Artificial Intelligence since its inception. Many promises have been held, if one is to consider that Google is a living demonstration of AI. This paper presents a historical perspective on Machine Learning, describing how the emphasis was gradually shifted from logical to statis-tical induction, from induction to optimization, from the search of hypotheses to the search of representa-tions. The paper concludes with a discussion about the new frontier of Machine Learning.
Fichier principal
Vignette du fichier
AI_ML_v2.pdf (271.39 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-01109768 , version 1 (26-01-2015)

Identifiers

Cite

Michèle Sebag. A tour of Machine Learning: an AI perspective. AI Communications, 2014, 27 (1), pp.11-23. ⟨10.3233/AIC-130580⟩. ⟨hal-01109768⟩
517 View
3283 Download

Altmetric

Share

Gmail Facebook X LinkedIn More