96 citations
- Université Paris-SaclayFR6 papers
- CentraleSupélecFR4 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Département mathématiques, informatique, sciences de la donnée et technologies du numériqueFR2 papers
- Institut Polytechnique de ParisFR2 papers
- Laboratoire d'Informatique de l'École PolytechniqueFR2 papers
- Laboratoire d'Ingénierie Circulation TransportsFR2 papers
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR2 papers
- Safran (France)FR2 papers
- Sorbonne UniversitéFR2 papers
- Technical University of MunichDE2 papers
6 papers · 1 filter
Distributed convergence detection based on global residual error under asynchronous iterations
Frédéric Magoulès, Guillaume Gbikpi-Benissan
Convergence of classical parallel iterations is detected by performing a reduction operation at each iteration in order to compute a residual error relative to a potential solution…
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
Pierre Colombo, Victor Pellegrain, Malik Boudiaf +5
Proprietary and closed APIs are becoming increasingly common to process natural language, and are impacting the practical applications of natural language processing, including few…
Data-driven Reachability using Christoffel Functions and Conformal Prediction
Abdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi
An important mathematical tool in the analysis of dynamical systems is the approximation of the reach set, i.e., the set of states reachable after a given time from a given initial…
Interpretable learning of effective dynamics for multiscale systems
Emmanuel Menier, Sebastian Kaltenbach, Mouadh Yagoubi +2
The modeling and simulation of high-dimensional multiscale systems is a critical challenge across all areas of science and engineering. It is broadly believed that even with today'…
On the Computation of Accessibility Provided by Shared Mobility
Severin Diepolder, Andrea Araldo, Tarek Chouaki +3
Shared Mobility Services (SMS), e.g., Demand-Responsive Transit (DRT) or ride-sharing, can improve mobility in low-density areas, often poorly served by conventional Public Transpo…
Transferable Deep Metric Learning for Clustering
Simo Alami. C, Rim Kaddah, Jesse Read
Clustering in high dimension spaces is a difficult task; the usual distance metrics may no longer be appropriate under the curse of dimensionality. Indeed, the choice of the metric…