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  • English
    Authors: 
    Abu Zitar, Raed;
    Publisher: HAL CCSD
    Country: France

    International audience; Detecting objects such as drones is a challenging task as their relative size and maneuvering capabilities deceive machine learning models and causes them to misclassify drones as birds or other objects. In this work, we investigate applying seve...

  • English
    Authors: 
    Nakayama, Marvin,; Tuffin, Bruno;
    Publisher: HAL CCSD
    Country: France

    International audience; For a regenerative process, we propose various estimators of the density function of the cumulative reward up to hitting a rarely visited set of states. The approaches exploit existing weak-convergence results for the hittingtime distribution, an...

  • English
    Authors: 
    Čičić, Mladen; Canudas de Wit, Carlos;
    Publisher: HAL CCSD
    Country: France

    International audience; The simultaneous proliferation of electric vehicles and intermittent renewable energy sources promises to expedite decarbonization of two sectors with highest emissions. However, both these developments threaten to endanger power system stability...

  • English
    Authors: 
    Rodriguez-Vega, Martin; Canudas de Wit, Carlos; Fourati, Hassen;
    Publisher: HAL CCSD
    Country: France

    International audience; In this paper, we propose a route-based approach to improve the flow and density estimation methods for the case of urban traffic networks. For this proposal, a traffic assignment problem is solved at first, whose outputs are used to estimate the...

  • Open Access English
    Authors: 
    Polyakov, Andrey; Krstic, Miroslav;
    Publisher: HAL CCSD
    Country: France

    International audience; Non-overshooting stabilization is a form of safe control where the setpoint chosen by the user is at the boundary of the safe set. Exponential non-overshooting stabilization, including suitable extensions to systems with deterministic and stochas...

  • Open Access English
    Authors: 
    Fel, Thomas; Cadène, Rémi; Chalvidal, Mathieu; Cord, Matthieu; Vigouroux, David; Serre, Thomas;
    Country: France

    We describe a novel attribution method which is grounded in Sensitivity Analysis and uses Sobol indices. Beyond modeling the individual contributions of image regions, Sobol indices provide an efficient way to capture higher-order interactions between image regions and ...

  • Publication . Conference object . Article . 2022
    Open Access English
    Authors: 
    Basile Clément; Albert Cohen;
    Publisher: HAL CCSD
    Country: France

    This paper considers the correctness of domain-specific compilers for tensor programming languages through the study of Halide, a popular representative. It describes a translation validation algorithm for affine Halide specifications, independently of the scheduling l...

  • English
    Authors: 
    Rizza, Carola; Loscri, Valeria;
    Publisher: HAL CCSD
    Country: France

    International audience; A wireless system in outdoor environment including a reconfigurable intelligent metasurface designed to perform beam-steering is presented. The metasurface unit-cell has been designed to work in the range 37-40 GHz and the designed meta-atom is i...

  • Open Access English
    Authors: 
    Serré, Gaëtan; Boguslawski, Eva; Donnot, Benjamin; Pavão, Adrien; Guyon, Isabelle; Marot, Antoine;
    Publisher: HAL CCSD
    Country: France

    International audience; Current rapid changes in climate increase the urgency to change energy production and consumption management, to reduce carbon and other green-house gas production. In this context, the French electricity network management company RTE (Réseau de...

  • Open Access English
    Authors: 
    Tourchi Moghaddam, Mahyar; Rutten, Eric; Giraud, Guillaume;
    Publisher: HAL CCSD
    Country: France

    International audience; The self-adaptation control of Internet of Things (IoT) systems ought to tackle uncertainties in the dynamic environment (application level), as well as the dynamic computation infrastructure (architecture level). While the control of those two l...