451 citations
- École Nationale Supérieure de Techniques AvancéesFR146 papers
- Centre National de la Recherche ScientifiqueFR70 papers
- École PolytechniqueFR55 papers
- Laboratoire d'Optique AppliquéeFR43 papers
- Université Paris-SaclayFR43 papers
- Institut national de recherche en sciences et technologies du numériqueFR27 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR17 papers
- Institut Polytechnique de ParisFR16 papers
- POEMS: Propagation des Ondes : Etude Mathématique et SimulationanFR11 papers
- Unité de Mathématiques AppliquéesFR10 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR7 papers
- CERMICSFR7 papers
150 papers
Torch-Uncertainty: A Deep Learning Framework for Uncertainty Quantification
Adrien Lafage, Olivier Laurent, Firas Gabetni +1
Deep Neural Networks (DNNs) have demonstrated remarkable performance across various domains, including computer vision and natural language processing. However, they often struggle…
Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique
Yanming Li, Cédric Eichler, Nicolas Anciaux +3
We propose a system for marking sensitive or copyrighted texts to detect their use in fine-tuning large language models under black-box access with statistical guarantees. Our meth…
A robust computational framework for the mixture-energy-consistent six-equation two-phase model with instantaneous mechanical relaxation terms
Giuseppe Orlando, Ward Haegeman, Marica Pelanti +1
We present a robust computational framework for the numerical solution of a hyperbolic 6-equation single-velocity two-phase system. The system's main interest is that, when combine…
McKean-Vlasov equations with singular coefficients - a review of recent results
Luca Bondi, Elena Issoglio, Francesco Russo
This paper focuses on recent works on McKean-Vlasov stochastic differential equations (SDEs) involving singular coefficients. After recalling the classical framework, we review exi…
Optimization of Workload Mapping and Scheduling in Scaling Heterogeneous HPC Systems: A Systematic Literature Review
Aasish Kumar Sharma, Julian Kunkel
The increasing heterogeneity of High-Performance Computing (HPC) systems, incorporating Central Processing Units (CPUs), Graphics Processing Units (GPUs), Field-Programmable Gate A…
-It{ô} chain rules and generalized solutions of parabolic PDEs
Carlo Ciccarella, Francesco Russo
In this paper we first establish an Itô formula for a finite quadratic variation process expanding when is of class in space and is absolutely continuous…