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2022

A Methodology for Selective Protection of Matrix Multiplications: A Diagnostic Coverage and Performance Trade-off for CNNs Executed on GPUs

2022 6th International Conference on System Reliability and Safety (ICSRS)2022 6th International Conference on System Reliability and Safety (ICSRS)

J. Fernández, I. Agirre, J. Perez-Cerrolaza, J. Abella, and F. J. Cazorla
Bias and fairness in machine learning and artificial intelligence

Elsevier Academic Press

D. Cirillo, and M. José Rementeria
Sex and gender bias in natural language processing

Elsevier Academic Press

D. Cirillo, H. Gonen, E. Santus, A. Valencia, M. R. Costa-jussà, and M. Villegas
Using Quantile Regression in Neural Networks for Contention Prediction in Multicore Processors

34th Euromicro Conference on Real-Time Systems (ECRTS 2022)

A. Brando, I. Serra, E. Mezzetti, J. Abella, and F. J. Cazorla
Auditing the quality of datasets used in algorithmic decision-making systems

European Parliament. Directorate General for Parliamentary Research Services

I. de MiguelBeriain, P. Nicolás Jiménez, M. José Rementeria, D. Cirillo, A. Cortés, D. Saby, and G. Lazcoz Moratino
SafeDX: Standalone Modules Providing Diverse Redundancy for Safety-Critical Applications

Embedded Computer Systems: Architectures, Modeling, and Simulation: 22nd International Conference, SAMOS 2022

R. Canal, F. Bas, S. Alcaide, G. Cabo, P. Benedicte, F. Fuentes, F. Chang, I. Lasfar, and J. Abella
ADBench: benchmarking autonomous driving systems

Computing

H. Tabani, R. Pujol, M. Alcon, J. Moya, J. Abella, and F. J. Cazorla
On the Safe Deployment of Matrix Multiplication in Massively Parallel Safety-Related Systems

Applied Sciences

J. Fernández, J. Perez-Cerrolaza, I. Agirre, A. J. Calderon, J. Abella, and F. J. Cazorla
SafeX: Open Source Hardware and Software Components for Safety-Critical Systems

2022 Forum on Specification & Design Languages (FDL)

S. Alcaide, G. Cabo, F. Bas, P. Benedicte, F. Fuentes, F. Chang, I. Lasfar, R. Canal, and J. Abella
SafeSoftDR: A Library to Enable Software-based Diverse Redundancy for Safety-Critical Tasks

FORECAST 2022 Functional Properties and Dependability in Cyber-Physical Systems Workshop (held jointly with HiPEAC Conference)

F. Mazzocchetti, S. Alcaide, F. Bas, P. Benedicte, G. Cabo, F. Chang, F. Fuentes, and J. Abella

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