654 citations
- Centre National de la Recherche ScientifiqueFR9 papers
- École PolytechniqueFR6 papers
- Istituto Nazionale di Fisica NucleareIT6 papers
- Istituto Nazionale di Fisica Nucleare, Roma Tor VergataIT6 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BariIT6 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di NapoliIT6 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT6 papers
- Konan UniversityJP6 papers
- KTH Royal Institute of TechnologySE6 papers
- Lomonosov Moscow State UniversityRU6 papers
- National Centre for Nuclear ResearchPL6 papers
- National Institute for AstrophysicsIT6 papers
26 papers
Game Theory Meets Statistical Mechanics in Deep Learning Design
Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye +2
We present a novel deep graphical representation that seamlessly merges principles of game theory with laws of statistical mechanics. It performs feature extraction, dimensionality…
EUSO-SPB1 Mission and Science
EUSO Collaboration, G. Abdellaoui, S. Abe +292
The Extreme Universe Space Observatory on a Super Pressure Balloon 1 (EUSO-SPB1) was launched in 2017 April from Wanaka, New Zealand. The plan of this mission of opportunity on a N…
Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning
Reda Khoufache, Mustapha Lebbah, Hanene Azzag +2
Dirichlet Process Mixture Models (DPMMs) are widely used to address clustering problems. Their main advantage lies in their ability to automatically estimate the number of clusters…
Developments and results in the context of the JEM-EUSO program obtained with the ESAF Simulation and Analysis Framework
S. Abe, J. H. Adams, D. Allard +172
JEM--EUSO is an international program for the development of space-based Ultra-High Energy Cosmic Ray observatories. The program consists of a series of missions which are either u…
Novel Area-Efficient and Flexible Architectures for Optimal Ate Pairing on FPGA
Oussama Azzouzi, Mohamed Anane, Mouloud Koudil +2
While FPGA is a suitable platform for implementing cryptographic algorithms, there are several challenges associated with implementing Optimal Ate pairing on FPGA, such as security…
Context Normalization Layer with Applications
Bilal Faye, Mohamed-Djallel Dilmi, Hanane Azzag +2
Normalization is a pre-processing step that converts the data into a more usable representation. As part of the deep neural networks (DNNs), the batch normalization (BN) technique…