Camille Chapdelaine

12 papers A 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2024 A conf
Backpropagation-Based Analytical Derivatives of EKF Covariance for Active Sensing.
IROS
Jonas Benhamou, Silvère Bonnabel, Camille Chapdelaine
2024 J jnl
Backpropagation-Based Analytical Derivatives of EKF Covariance for Active Sensing.
CoRR
Jonas Benhamou, Silvère Bonnabel, Camille Chapdelaine
2024 — conf
Maximum likelihood estimation of the extended Kalman filter's parameters with natural gradient.
CDC
Colin Parellier, Camille Chapdelaine, Axel Barrau, Silvère Bonnabel
2023 — conf
Optimal Active Sensing Control for Two-Frame Systems.
CDC
Jonas Benhamou, Silvère Bonnabel, Camille Chapdelaine
2021 J jnl
Dataset Definition Standard (DDS).
CoRR
Cyril Cappi, Camille Chapdelaine, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Sylvaine Picard, Thomas Soumarmon
2021 J jnl
White Paper Machine Learning in Certified Systems.
CoRR
Hervé Delseny, Christophe Gabreau, Adrien Gauffriau, Bernard Beaudouin, Ludovic Ponsolle, Lucian Alecu, Hugues Bonnin, Brice Beltran, Didier Duchel, Jean-Brice Ginestet, Alexandre Hervieu, Ghilaine Martinez, Sylvain Pasquet, Kevin Delmas, Claire Pagetti, Jean-Marc Gabriel, Camille Chapdelaine, Sylvaine Picard, Mathieu Damour, Cyril Cappi, Laurent Gardès, Florence de Grancey, Eric Jenn, Baptiste Lefèvre, Grégory Flandin, Sébastien Gerchinovitz, Franck Mamalet, Alexandre Albore
2020 — conf
Ensuring Dataset Quality for Machine Learning Certification.
ISSRE Workshops
Sylvaine Picard, Camille Chapdelaine, Cyril Cappi, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Thomas Soumarmon
2020 J jnl
Ensuring Dataset Quality for Machine Learning Certification.
CoRR
Sylvaine Picard, Camille Chapdelaine, Cyril Cappi, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Thomas Soumarmon
2019 — —
Bayesian iterative reconstruction methods for 3D X-ray Computed Tomography. (Méthodes bayésiennes de reconstruction itérative pour la tomographie 3D à rayons X).
Camille Chapdelaine
2019 J jnl
Error-Splitting Forward Model for Iterative Reconstruction in X-Ray Computed Tomography and Application With Gauss-Markov-Potts Prior.
IEEE Trans. Computational Imaging
Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra
2018 — conf
Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems.
EUSIPCO
Ali Mohammad-Djafari, Mircea Dumitru, Camille Chapdelaine, Nicolas Gac
2017 J jnl
A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data.
Fundam. Informaticae
Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra