Frédéric Barbaresco
Orcid: 0000-0003-3664-3609
According to our database1,
Frédéric Barbaresco
authored at least 58 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem.
Neural Comput. Appl., May, 2023
CoRR, 2023
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
Symplectic Foliation Structures of Non-Equilibrium Thermodynamics as Dissipation Model: Application to Metriplectic Nonlinear Lindblad Quantum Master Equation.
Entropy, 2022
Proceedings of the 25th International Conference on Information Fusion, 2022
2021
${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Proceedings of the Geometric Science of Information - 6th International Conference, 2021
Symplectic Foliation Transverse Structure and Libermann Foliation of Heat Theory and Information Geometry.
Proceedings of the Geometric Science of Information - 6th International Conference, 2021
Archetypal Model of Entropy by Poisson Cohomology as Invariant Casimir Function in Coadjoint Representation and Geometric Fourier Heat Equation.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Koszul Information Geometry, Liouville-Mineur Integrable Systems and Moser Isospectral Deformation Method for Hermitian Positive-Definite Matrices.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Gaussian Distributions on the Space of Symmetric Positive Definite Matrices from Souriau's Gibbs State for Siegel Domains by Coadjoint Orbit and Moment Map.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
2020
Lie Group Cohomology and (Multi)Symplectic Integrators: New Geometric Tools for Lie Group Machine Learning Based on Souriau Geometric Statistical Mechanics.
Entropy, 2020
Lie Group Statistics and Lie Group Machine Learning Based on Souriau Lie Groups Thermodynamics & Koszul-Souriau-Fisher Metric: New Entropy Definition as Generalized Casimir Invariant Function in Coadjoint Representation.
Entropy, 2020
The Basic Geometric Structures of Electromagnetic Digital Information: Statistical characterization of the digital measurement of spatio-Doppler and polarimetric fluctuations of the radar electromagnetic wave.
CoRR, 2020
AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity.
CoRR, 2020
CoRR, 2020
Proceedings of the Geometric Structures of Statistical Physics, Information Geometry, and Learning, 2020
Jean-Marie Souriau's Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodynamics - Quod Erat Demonstrandum.
Proceedings of the Geometric Structures of Statistical Physics, Information Geometry, and Learning, 2020
2019
Joseph Fourier 250th Birthday: Modern Fourier Analysis and Fourier Heat Equation in Information Sciences for the XXIst Century.
Entropy, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar Data.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
Dilation Operator Approach and Square Root Velocity Transform for Time/Doppler Spectra Characterization on SU(n).
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
Lie Group Machine Learning and Gibbs Density on Poincaré Unit Disk from Souriau Lie Groups Thermodynamics and SU(1, 1) Coadjoint Orbits.
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
2018
J. Optim. Theory Appl., 2018
Higher Order Geometric Theory of Information and Heat Based on Poly-Symplectic Geometry of Souriau Lie Groups Thermodynamics and Their Contextures: The Bedrock for Lie Group Machine Learning.
Entropy, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Poly-symplectic Model of Higher Order Souriau Lie Groups Thermodynamics for Small Data Analytics.
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Kernel Density Estimation on the Siegel Space with an Application to Radar Processing.
Entropy, 2016
Geometric Theory of Heat from Souriau Lie Groups Thermodynamics and Koszul Hessian Geometry: Applications in Information Geometry for Exponential Families.
Entropy, 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
Symplectic Structure of Information Geometry: Fisher Metric and Euler-Poincaré Equation of Souriau Lie Group Thermodynamics.
Proceedings of the Geometric Science of Information - Second International Conference, 2015
2014
Koszul Information Geometry and Souriau Geometric Temperature/Capacity of Lie Group Thermodynamics.
Entropy, 2014
2013
IEEE J. Sel. Top. Signal Process., 2013
Proceedings of the Geometric Science of Information - First International Conference, 2013
2011
Computation of most threatening radar trajectories areas and corridors based on fast-marching & Level Sets.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011
2010
2008
Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery.
Proceedings of the Emerging Trends in Visual Computing, 2008
2007
Radar resources optimization by adaptive serch domains priority assignment based on most threatening trajectories computation.
Proceedings of the 10th International Conference on Information Fusion, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2001
Rain clouds tracking with radar image processing based on morphological skeleton matching.
Proceedings of the 2001 International Conference on Image Processing, 2001
3D echographic data segmentation and carotid artery turbulences mapping by Doppler velocimetry by a common approach based on.
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Minimal geodesics bundles by active contours: Radar application for computation of most threathening trajectories areas & corridors.
Proceedings of the 10th European Signal Processing Conference, 2000
1998
Half-quadratic regularization of time-frequency AR analysis for recovery of abrupt spectral discontinuities & their detection by a recursive Siegel metric based on information geometry.
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Recursive eigendecomposition via autoregressive analysis and ago-antagonistic regularization.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Super-resolution spectrum analysis regularization: Burg, Capon & AGO-antagonistic algorithms.
Proceedings of the 8th European Signal Processing Conference, 1996