Keynote Lectures
Keynote Lecture
Luís Paulo Reis, University of Porto, Portugal
Pervasive AI: (deep) Learning into the Wild
Davide Bacciu, University of Pisa, Italy
Keynote Lecture
Luís Paulo Reis
University of Porto
Portugal
http://www.fe.up.pt/~lpreis
Brief Bio
Available soon.
Pervasive AI: (deep) Learning into the Wild
Davide Bacciu
University of Pisa
Italy
http://pages.di.unipi.it/bacciu
Brief Bio
Davide Bacciu is Associate Professor at the Department of Computer Science, University of Pisa, where he is the founder and head of the Pervasive Artificial Intelligence Laboratory. He holds a Ph.D. in Computer Science and Engineering from the IMT Lucca Institute for Advanced Studies, for which he has been awarded the 2009 E.R. Caianiello prize for the best Italian Ph.D. thesis on neural networks. He has co-authored over 160 research works on (deep) neural networks, generative learning, Bayesian models, learning for graphs, continual learning, and distributed and embedded learning systems. He is the coordinator of two EC-funded projects on embedded, distributed and lifelong learning AI, and of several national/industrial projects. He is the chair of the IEEE CIS Neural Network Technical Committee and a Vice President of the Italian Association for AI.
Abstract
The deployment of intelligent applications in real-world settings poses significant challenges which span from the AI methodology itself to the computing, communication and orchestration support needed to execute it. Such challenges can inspire compelling research questions which can drive and foster novel developments and research directions within the deep learning field. The talk will explore some current research directions in the context of pervasive deep learning, touching upon efficient neural networks, non-dissipative neural propagation, neural computing on dynamical systems and continual learning.