Alessandro Cappelli

17 papers A* 2B 2Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Optical training of large-scale Transformers and deep neural networks with direct feedback alignment.
CoRR
Ziao Wang, Kilian Müller, Matthew J. Filipovich, Julien Launay, Ruben Ohana, Gustave Pariente, Safa Mokaadi, Charles Brossollet, Fabien Moreau, Alessandro Cappelli, Iacopo Poli, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan
2023 J jnl
The Falcon Series of Open Language Models.
CoRR
Ebtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, Alessandro Cappelli, Ruxandra Cojocaru, Mérouane Debbah, Étienne Goffinet, Daniel Hesslow, Julien Launay, Quentin Malartic, Daniele Mazzotta, Badreddine Noune, Baptiste Pannier, Guilherme Penedo
2023 A* conf
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only.
NeurIPS
Guilherme Penedo, Quentin Malartic, Daniel Hesslow, Ruxandra Cojocaru, Hamza Alobeidli, Alessandro Cappelli, Baptiste Pannier, Ebtesam Almazrouei, Julien Launay
2023 J jnl
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.
CoRR
Guilherme Penedo, Quentin Malartic, Daniel Hesslow, Ruxandra Cojocaru, Alessandro Cappelli, Hamza Alobeidli, Baptiste Pannier, Ebtesam Almazrouei, Julien Launay
2022 Misc conf
Adversarial Robustness by Design Through Analog Computing And Synthetic Gradients.
ICASSP
Alessandro Cappelli, Ruben Ohana, Julien Launay, Laurent Meunier, Iacopo Poli, Florent Krzakala
2022 B conf
PAGnol: An Extra-Large French Generative Model.
LREC
Julien Launay, E. L. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
2022 J jnl
Scaling Laws Beyond Backpropagation.
CoRR
Matthew J. Filipovich, Alessandro Cappelli, Daniel Hesslow, Julien Launay
2021 J jnl
Adversarial Robustness by Design through Analog Computing and Synthetic Gradients.
CoRR
Alessandro Cappelli, Ruben Ohana, Julien Launay, Laurent Meunier, Iacopo Poli, Florent Krzakala
2021 — conf
LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor.
HCS
Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amélie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Giuseppe Luca Tommasone
2021 J jnl
LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor.
CoRR
Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amélie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Giuseppe Luca Tommasone
2021 J jnl
PAGnol: An Extra-Large French Generative Model.
CoRR
Julien Launay, E. L. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
2021 A* conf
Photonic Differential Privacy with Direct Feedback Alignment.
NeurIPS
Ruben Ohana, Hamlet Jesse Medina Ruiz, Julien Launay, Alessandro Cappelli, Iacopo Poli, Liva Ralaivola, Alain Rakotomamonjy
2021 J jnl
Photonic Differential Privacy with Direct Feedback Alignment.
CoRR
Ruben Ohana, Hamlet Jesse Medina Ruiz, Julien Launay, Alessandro Cappelli, Iacopo Poli, Liva Ralaivola, Alain Rakotomamonjy
2021 — conf
Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra.
HCS
Daniel Hesslow, Alessandro Cappelli, Igor Carron, Laurent Daudet, Raphaël Lafargue, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli
2021 J jnl
Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra.
CoRR
Daniel Hesslow, Alessandro Cappelli, Igor Carron, Laurent Daudet, Raphaël Lafargue, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli
2021 J jnl
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients.
CoRR
Alessandro Cappelli, Julien Launay, Laurent Meunier, Ruben Ohana, Iacopo Poli
1995 B conf
A Modular History-Oriented Access Structure for Bitemporal Relational Databases.
SOFSEM
Alessandro Cappelli, Cristina De Castro, Maria Rita Scalas