447 citations
- Conservatoire National des Arts et MétiersFR56 papers
- Sorbonne UniversitéFR16 papers
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR12 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- LIP6FR8 papers
- Center for New American MediaUS6 papers
- Institut national de l’information géographique et forestièreFR6 papers
- Institut national de recherche en sciences et technologies du numériqueFR6 papers
- Practical ActionKE6 papers
- Institut Systèmes Intelligents et de RobotiqueFR5 papers
- École Nationale Supérieure de Techniques AvancéesFR4 papers
- École PolytechniqueFR4 papers
129 papers
ALARM: Adaptive Layer-Aware Resource Management for Power-Efficient vRANs
Ali Srour, Farzad Veisi, Sami Taktak +1
The transition to virtualized Radio Access Networks (vRAN) enables dynamic power control through fine-grained CPU resource management. However, existing approaches treat gNB as a m…
Sinkhorn Hamiltonian Monte Carlo for Entropic Optimal Transport Generalized Bayes
Guilhem Nespoulous, Fr{é}d{é}ric Bertrand, Myriam Maumy +1
Bayesian posterior sampling is a ubiquitous paradigm for problems where a point estimate of parameters is not sufficient, such as risk analysis and uncertainty quantification. Howe…
ABM: Alignment-Aware Bridge Matching for Image-to-Image Translation
Aimi Okabayashi, Georges Le Bellier, Nicolas Audebert +3
Paired image-to-image translation underpins a wide range of computer vision tasks, including image editing, sensor translation, and domain adaptation. Bridge matching and flow matc…
Fast SDP certification of neural networks : towards large multi-class datasets
Margot Boyer, Clément Rambour, Zacharie Alès +1
We present a new quadratic model for the certification problem in adversarial robustness, which simultaneously accounts for all possible target classes. Building on this model, we…
Dependency-Aware Dominant Resource Fairness for Multi-Tenant Multi-Resource Systems
Braik Zeidan, Francesca Fossati, Sahar Hoteit +1
Multi-resource allocation in network-congested, multi-tenant systems in which demand exceeds available capacity is challenging, as there is no straightforward way to determine how…
Efficient modeling of chemotherapy regimens using mixed-integer linear programming
Alain Billionnet
In this article, we focus on determining a minimum-cost treatment program aimed at maintaining the size of a cancerous tumor at a level that allows the patient to live comfortably.…