30 citations
- Centre National de la Recherche ScientifiqueFR7 papers
- Université Paris-SaclayFR7 papers
- École Normale Supérieure Paris-SaclayFR3 papers
- École Normale Supérieure - PSLFR3 papers
- Université Paris CitéFR3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Laboratoire de Biologie et Pharmacologie AppliquéeFR2 papers
- Laboratoire Traitement et Communication de l’InformationFR2 papers
- Sorbonne Paris CitéFR2 papers
- Télécom ParisFR2 papers
- Université Côte d'AzurFR2 papers
- Astrophysique, Instrumentation et ModélisationFR1 paper
8 papers · 1 filter
A Binded VAE for Inorganic Material Generation
Fouad Oubari, Antoine de Mathelin, Rodrigue Décatoire +1
Designing new industrial materials with desired properties can be very expensive and time consuming. The main difficulty is to generate compounds that correspond to realistic mater…
Analysis of Least square estimator for simple Linear Regression with a uniform distribution error
M Jlibene, S Taoufik, S Benjelloun
We study the least square estimator, in the framework of simple linear regression, when the deviance term with respect to the linear model is modeled by a uniform dis…
Network Reconstruction Problem for an Epidemic Reaction-Diffusion
Louis-Brahim Beaufort, Pierre-Yves Massé, Antonin Reboulet +1
We study the network reconstruction problem for an epidemic reaction-diffusion. These models are an extension of deterministic, compartmental models to a graph setting, where the r…
Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics
Myrto Limnios, Nathan Noiry, Stéphan Clémençon
The ability to collect and store ever more massive databases has been accompanied by the need to process them efficiently. In many cases, most observations have the same behavior,…
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
Nina Miolane, Matteo Caorsi, Umberto Lupo +30
This paper presents the computational challenge on differential geometry and topology that happened within the ICLR 2021 workshop "Geometric and Topological Representation Learning…
Decentralized Learning in Online Queuing Systems
Flore Sentenac, Etienne Boursier, Vianney Perchet
Motivated by packet routing in computer networks, online queuing systems are composed of queues receiving packets at different rates. Repeatedly, they send packets to servers, each…