Academic Paper

Physics and Machine Learning - Emerging Paradigms

Abstract:
Current research in Machine Learning (ML) combines the study of varia-
tions on well-established methods with cutting-edge breakthroughs based
on completely new approaches. Among the latter, emerging paradigms
from Physics have taken special relevance in recent years. Although still
in its initial stages, Quantum Machine Learning (QML) shows promising
ways to speed up some of the costly ML calculations with a similar or
even better performance than existing approaches. Two additional ad-

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