Intelligence Artificielle & Données - Avant propos - LaBRI
This work presents an extremely rigorous mathematical framework that formalizes deep learning through the lens of measurable function spaces, risk functionals, ...
Mathematical Foundations of Deep Learning - HALPlan du cours. 1. Introduction au Deep Learning. Quelques applications au traitement d'images ou de vidéos. Principe général. Histoire du connexionnisme. 2. Réseaux de neurones et apprentissage profond Une brève ...Just a few years ago, there were no legions of deep learning scientists developing intelligent prod- ucts and services at major companies ... Fundamentals of Deep LearningDeep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult ...
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