What is the place of Machine Learning between Pattern Recognition and Optimization?

Miclet , Laurent
        .; Cornuéjols , Antoine
        INRA
        , Paris .
         UMR 0518 Mathématiques et Informatique Appliquées

What is the place of Machine Learning between Pattern Recognition and Optimization?

2008

Miclet , Laurent (Ecole Nationale Supérieure des Sciences Appliquées et de Technologie, Lannion(France).) | Cornuéjols , Antoine (INRA , Paris (France). UMR 0518 Mathématiques et Informatique Appliquées)

The authors of this paper were co-authors of a book written in French in 2002, which expounded their view of Machine Learning as a specific field. Even though it appears that in recent years there is an increasing overlap between Machine Learning curricula and those of Statistics (Pattern Recognition) and Optimization, we still believe thatMachine Learning has retained its own personality and is not doomed to dissolve entirely into the field of mathematics. In this paper, we will broaden the scope of our investigation by looking at the teaching of Machine Learning over three decades. We also invite the reader to contemplate possible futures by suggesting three extreme scenarii.

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