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Machine learning in a nonlinear world: a linear explanation through the domain of the autonomous vehicles
June 22, 2020 @ 1:30 pm - 3:00 pm
Todos gentilmente convidados para o 6° SEMINÁRIO DE CONTROLE LADES-GIMSCOP
Link para a apresentação: meet.google.com/vbs-suui-cbk
Palestrante: Raul Sena Ferreira, MSc – Ph.D. student in artificial intelligence at LAAS-CNRS, France
Miniresumo
Raul will present how machine learning (ML), in special deep learning (DL) algorithms, cannot be fully trusted when applied in dynamic environments. This talk will start from the nonlinear systems theory ending in a specific but emergent and important domain: the autonomous vehicles. Raul will show and explain the main challenges in such a nonlinear and dynamic environment, and the connections between these problems.