Frédéric Barbaresco

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 48

Top Topics

Positive Definite

Statistical Mechanics

Machine Learning

Top Venues

Publications

Raed Abu Zitar, Esra Alhadhrami, Laith Abualigah, Frédéric Barbaresco, Amal El Fallah Seghrouchni
Optimum sensors allocation for drones multi-target tracking under complex environment using improved prairie dog optimization. Neural Comput. Appl. 36 (18) (2024)
Maxence de Rochechouart, Raed Abu Zitar, Amal El Fallah Seghrouchni, Frédéric Barbaresco
End to End Camera only Drone Detection and Tracking Demo within a Multi-agent Framework with a CNN-LSTM Model for Range Estimation. AAMAS (2024)
Mohamad Kassab, Raed Abu Zitar, Frédéric Barbaresco, Amal El Fallah Seghrouchni
Drone Detection With Improved Precision in Traditional Machine Learning and Less Complexity in Single-Shot Detectors. IEEE Trans. Aerosp. Electron. Syst. 60 (4) (2024)
Pierre Larrenie, Cédric L. R. Buron, Frédéric Barbaresco
Tracking mulitple targets with multiple radars using Distributed Auctions. CoRR (2023)
Marc Vincent, Amal El Fallah Seghrouchni, Vincent Corruble, Narayan Bernardin, Rami Kassab, Frédéric Barbaresco
Multi-objective Reinforcement Learning in Factored MDPs with Graph Neural Networks. AAMAS (2023)
Amani Mohsen, Amal El Fallah Segrouchni, Frédéric Barbaresco, Raed Abu Zitar
Analysis of the Performance of Four Filter Types for Drone Tracking. CISP-BMEI (2023)
Haya Ejjawi, Amal El Fallah Seghrouchni, Frédéric Barbaresco, Raed Abu Zitar
Sliding Window Neural Generated Tracking Based on Measurement Model. CoRR (2023)
Raed Abu Zitar, Laith Abualigah, Frédéric Barbaresco, Amal El Fallah Seghrouchni
Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem. Neural Comput. Appl. 35 (14) (2023)
Frédéric Barbaresco
Symplectic Foliation Structures of Non-Equilibrium Thermodynamics as Dissipation Model: Application to Metriplectic Nonlinear Lindblad Quantum Master Equation. Entropy 24 (11) (2022)
Pierre Larrenie, Cédric Buron, Frédéric Barbaresco
Collaborative Multi-Radars Tracking by Distributed Auctions. CoRR (2022)
Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. CoRR (2022)
Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. FUSION (2022)
Frédéric Barbaresco
Gaussian Distributions on the Space of Symmetric Positive Definite Matrices from Souriau's Gibbs State for Siegel Domains by Coadjoint Orbit and Moment Map. GSI (2021)
Frédéric Barbaresco
Koszul Information Geometry, Liouville-Mineur Integrable Systems and Moser Isospectral Deformation Method for Hermitian Positive-Definite Matrices. GSI (2021)
Frédéric Barbaresco
Archetypal Model of Entropy by Poisson Cohomology as Invariant Casimir Function in Coadjoint Representation and Geometric Fourier Heat Equation. GSI (2021)
Frédéric Barbaresco
Souriau's Geometric Principles for Quantum Mechanics. GSI (2) (2021)
Frédéric Barbaresco
Symplectic Foliation Transverse Structure and Libermann Foliation of Heat Theory and Information Geometry. GSI (2) (2021)
Pierre-Yves Lagrave, Yann Cabanes, Frédéric Barbaresco
${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification. GSI (2021)
Frédéric Barbaresco
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 22 (6) (2020)
Frédéric Barbaresco, François Gay-Balmaz
Lie Group Cohomology and (Multi)Symplectic Integrators: New Geometric Tools for Lie Group Machine Learning Based on Souriau Geometric Statistical Mechanics. Entropy 22 (5) (2020)
Nouredine Nour, Reda Belhaj-Soullami, Cédric Buron, Alain Peres, Frédéric Barbaresco
Multi-Radar Tracking Optimization for Collaborative Combat. CoRR (2020)
Mathieu Klein, Thomas Carpentier, Eric Jeanclaude, Rami Kassab, Konstantinos Varelas, Nico de Bruijn, Frédéric Barbaresco, Yann Briheche, Yann Semet, Florence Aligne
AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity. CoRR (2020)
Frédéric Barbaresco, Yann Cabanes
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)
Frédéric Barbaresco
Souriau-Casimir Lie Groups Thermodynamics and Machine Learning. SPIGL (2020)
Yann Briheche, Frédéric Barbaresco, Fouad Bennis, Damien Chablat
Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns. CoRR (2020)
Frédéric Barbaresco
Jean-Marie Souriau's Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodynamics - Quod Erat Demonstrandum. SPIGL (2020)
Frédéric Barbaresco
Lie Group Machine Learning and Gibbs Density on Poincaré Unit Disk from Souriau Lie Groups Thermodynamics and SU(1, 1) Coadjoint Orbits. GSI (2019)
Frédéric Barbaresco, Jean-Pierre Gazeau
Joseph Fourier 250th Birthday: Modern Fourier Analysis and Fourier Heat Equation in Information Sciences for the XXIst Century. Entropy 21 (3) (2019)
Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar Data. ICASSP (2019)
Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
Second-Order Networks in PyTorch. GSI (2019)
Frédéric Barbaresco
Souriau Exponential Map Algorithm for Machine Learning on Matrix Lie Groups. GSI (2019)
Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
Riemannian batch normalization for SPD neural networks. NeurIPS (2019)
Guillaume Bouleux, Frédéric Barbaresco
Dilation Operator Approach and Square Root Velocity Transform for Time/Doppler Spectra Characterization on SU(n). GSI (2019)
Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
Riemannian batch normalization for SPD neural networks. CoRR (2019)
Yann Cabanes, Frédéric Barbaresco, Marc Arnaudon, Jérémie Bigot
Toeplitz Hermitian Positive Definite Matrix Machine Learning Based on Fisher Metric. GSI (2019)
Frédéric Barbaresco
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 20 (11) (2018)
Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frédéric Barbaresco
A Comparative Study of Large-Scale Variants of CMA-ES. PPSN (1) (2018)
Yann Briheche, Frédéric Barbaresco, Fouad Bennis, Damien Chablat
Theoretical Complexity of Grid Cover Problems Used in Radar Applications. J. Optim. Theory Appl. 179 (3) (2018)
Marion Pilté, Silvere Bonnabel, Frédéric Barbaresco
Tracking the Frenet-Serret frame associated to a highly maneuvering target in 3D. CDC (2017)
Frédéric Barbaresco
Poly-symplectic Model of Higher Order Souriau Lie Groups Thermodynamics for Small Data Analytics. GSI (2017)
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
Optimal Matching Between Curves in a Manifold. GSI (2017)
Marion Pilté, Silvère Bonnabel, Frédéric Barbaresco
Drone Tracking Using an Innovative UKF. GSI (2017)
Frédéric Barbaresco, Alexis Decurninge
Median burg robust spectral estimation for inhomogeneous and stationary segments. SAM (2016)
Emmanuel Chevallier, Thibault Forget, Frédéric Barbaresco, Jesús Angulo
Kernel Density Estimation on the Siegel Space with an Application to Radar Processing. Entropy 18 (11) (2016)
Frédéric Barbaresco
Geometric Theory of Heat from Souriau Lie Groups Thermodynamics and Koszul Hessian Geometry: Applications in Information Geometry for Exponential Families. Entropy 18 (11) (2016)
Frédéric Barbaresco
Symplectic Structure of Information Geometry: Fisher Metric and Euler-Poincaré Equation of Souriau Lie Group Thermodynamics. GSI (2015)
Emmanuel Chevallier, Frédéric Barbaresco, Jesús Angulo
Probability Density Estimation on the Hyperbolic Space Applied to Radar Processing. GSI (2015)
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
Reparameterization Invariant Metric on the Space of Curves. GSI (2015)
Frédéric Barbaresco
Koszul Information Geometry and Souriau Geometric Temperature/Capacity of Lie Group Thermodynamics. Entropy 16 (8) (2014)
Frédéric Barbaresco
Information/Contact Geometries and Koszul Entropy. GSI (2013)
Marc Arnaudon, Frédéric Barbaresco, Le Yang
Riemannian Medians and Means With Applications to Radar Signal Processing. IEEE J. Sel. Top. Signal Process. 7 (4) (2013)
Frédéric Barbaresco
Computation of most threatening radar trajectories areas and corridors based on fast-marching & Level Sets. CISDA (2011)
Frédéric Barbaresco
Dear RAIRO-Oper. Res. readers. RAIRO Oper. Res. 44 (4) (2010)
Frédéric Barbaresco
Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery. ETVC (2008)
Frédéric Barbaresco
Radar resources optimization by adaptive serch domains priority assignment based on most threatening trajectories computation. FUSION (2007)
Marc Oudin, Jean Pierre Delmas, Cécile Germond, Claude Adnet, Frédéric Barbaresco
Alternative Constraint Strategies to the Esmi Algorithm in Radar Systems. ICASSP (3) (2006)
Frédéric Barbaresco
3D echographic data segmentation and carotid artery turbulences mapping by Doppler velocimetry by a common approach based on. ICIP (1) (2001)
Frédéric Barbaresco, Bernard Monnier
Rain clouds tracking with radar image processing based on morphological skeleton matching. ICIP (1) (2001)
Frédéric Barbaresco, Bernard Mounier
Minimal geodesics bundles by active contours: Radar application for computation of most threathening trajectories areas & corridors. EUSIPCO (2000)
Frédéric Barbaresco
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. EUSIPCO (1998)
Frédéric Barbaresco
Recursive eigendecomposition via autoregressive analysis and ago-antagonistic regularization. ICASSP (1997)
Frédéric Barbaresco, S. Bonney, J. Lambert, Bernard Monnier
Motion-based segmentation and tracking of dynamic radar clutters. ICIP (3) (1996)
Frédéric Barbaresco
Super-resolution spectrum analysis regularization: Burg, Capon & AGO-antagonistic algorithms. EUSIPCO (1996)