Quatrième séminaire de l’axe IA d’IBISC, organisé par Blaise HANCZAR et Dominique FOURER.
- Hedi TABIA (PR Univ. Évry, équipe IRA2)
Titre : The impact of kernel functions on convolutional neural networks
Résumé : CNNs have been used for a multitude of visual tasks. They showed to perform very competitive results while linear operations are used at different layers of the network. Linear functions are efficient, particularly, when the original data is linearly separable, which should have, in general, a high dimensional representation. In such a case, the decision boundary is a linear combination of the original features. However, it is worth noting that not all high dimensional problems are linearly separable. This talk presents the impact of the usage of kernels as an alternative of linear functions in CNNs.
- Yassine KEBBATI (doctorant, équipe SIAM)
Titre : Adaptive control using online learning and meta-heuristics
- Date: 29/01/2021, 14h
- Lieu : Par Collaborate
- Organisateur: Blaise HANCZAR (PR Univ. Évry, IBISC équipe AROBAS)
- Co-organisateur: Dominique FOURER (MCF Univ. Évry, IBISC équipe SIAM)
- Site Web de l’axe transversal IA (Dominique Fourer)
