A Modular History-Oriented Access Structure for Bitemporal Relational Databases. - Alessandro Cappelli; Cristina De Castro; Maria Rita Scalas (SOFSEM, 1995)

LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor. - Charles Brossollet; Alessandro Cappelli; Igor Carron; Charidimos Chaintoutis; Amélie Chatelain; Laurent Daudet; Sylvain Gigan; Daniel Hesslow; Florent Krzakala; Julien Launay; Safa Mokaadi; Fabien Moreau; et al. (HCS, 2021)

Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra. - Daniel Hesslow; Alessandro Cappelli; Igor Carron; Laurent Daudet; Raphaël Lafargue; Kilian Müller; Ruben Ohana; Gustave Pariente; Iacopo Poli (HCS, 2021)

Photonic Differential Privacy with Direct Feedback Alignment. - Ruben Ohana; Hamlet Jesse Medina Ruiz; Julien Launay; Alessandro Cappelli; Iacopo Poli; Liva Ralaivola; Alain Rakotomamonjy (NeurIPS, 2021)

ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients. - Alessandro Cappelli; Julien Launay; Laurent Meunier; Ruben Ohana; Iacopo Poli (CoRR, 2021)

Adversarial Robustness by Design Through Analog Computing And Synthetic Gradients. - Alessandro Cappelli; Ruben Ohana; Julien Launay; Laurent Meunier; Iacopo Poli; Florent Krzakala (ICASSP, 2022)

PAGnol: An Extra-Large French Generative Model. - Julien Launay; E. L. Tommasone; Baptiste Pannier; François Boniface; Amélie Chatelain; Alessandro Cappelli; Iacopo Poli; Djamé Seddah (LREC, 2022)

Scaling Laws Beyond Backpropagation. - Matthew J. Filipovich; Alessandro Cappelli; Daniel Hesslow; Julien Launay (CoRR, 2022)

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only. - Guilherme Penedo; Quentin Malartic; Daniel Hesslow; Ruxandra Cojocaru; Hamza Alobeidli; Alessandro Cappelli; Baptiste Pannier; Ebtesam Almazrouei; Julien Launay (NeurIPS, 2023)

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only. - Guilherme Penedo; Quentin Malartic; Daniel Hesslow; Ruxandra Cojocaru; Alessandro Cappelli; Hamza Alobeidli; Baptiste Pannier; Ebtesam Almazrouei; Julien Launay (CoRR, 2023)

The Falcon Series of Open Language Models. - Ebtesam Almazrouei; Hamza Alobeidli; Abdulaziz Alshamsi; Alessandro Cappelli; Ruxandra Cojocaru; Mérouane Debbah; Étienne Goffinet; Daniel Hesslow; Julien Launay; Quentin Malartic; Daniele Mazzotta; Badreddine Noune; et al. (CoRR, 2023)

Optical training of large-scale Transformers and deep neural networks with direct feedback alignment. - 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; et al. (CoRR, 2024)