Frédéric Barbaresco

80 papers A* 2A 2C 2Misc 2Journal 26Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Geometric Science of Information - 7th International Conference, GSI 2025, Saint-Malo, France, October 29-31, 2025, Proceedings, Part I GSI (1) Frank Nielsen, Frédéric Barbaresco
2026	—	`ed.`	Geometric Science of Information - 7th International Conference, GSI 2025, Saint-Malo, France, October 29-31, 2025, Proceedings, Part II GSI (2) Frank Nielsen, Frédéric Barbaresco
2026	—	`ed.`	Geometric Science of Information - 7th International Conference, GSI 2025, Saint-Malo, France, October 29-31, 2025, Proceedings, Part III GSI (3) Frank Nielsen, Frédéric Barbaresco
2025	—	`conf`	Adler-Kostant-Symes Theorem and Algebraic Complete Integrability of Information Geometry and Souriau Lie Groups Thermodynamics $\left\langle {Q,\left[ {\beta ,Z} \right]} \right\rangle + \tilde{\Theta }\left( {\beta ,Z} \right) = 0$. GSI (3) Frédéric Barbaresco
2025	—	`conf`	Debreu's 3-Webs and Affinely Flat Bi-Lagrangian Manifolds Links with Transverse Symplectic Foliation of Souriau's Dissipative Lie Groups Thermodynamics. GSI (2) Frédéric Barbaresco
2025	J	`jnl`	Fusion of drones tracking using different LSTM approaches and a CMA-EA knowledge base approach. Neural Comput. Appl. Raed Abu Zitar, Samar Fares, Amal El Fallah Seghrouchni, Frédéric Barbaresco
2025	A*	`conf`	Hybrid Quantum-Classical Multi-Agent Pathfinding. ICML Thore Gerlach, Loong Kuan Lee, Frédéric Barbaresco, Nico Piatkowski
2025	J	`jnl`	Hybrid Quantum-Classical Multi-Agent Pathfinding. CoRR Thore Gerlach, Loong Kuan Lee, Frédéric Barbaresco, Nico Piatkowski
2025	J	`jnl`	Jean-Marie Souriau's Symplectic Foliation Model of Sadi Carnot's Thermodynamics. Entropy Frédéric Barbaresco
2024	J	`jnl`	Drone Detection With Improved Precision in Traditional Machine Learning and Less Complexity in Single-Shot Detectors. IEEE Trans. Aerosp. Electron. Syst. Mohamad Kassab, Raed Abu Zitar, Frédéric Barbaresco, Amal El Fallah Seghrouchni
2024	A	`conf`	End to End Camera only Drone Detection and Tracking Demo within a Multi-agent Framework with a CNN-LSTM Model for Range Estimation. AAMAS Maxence de Rochechouart, Raed Abu Zitar, Amal El Fallah Seghrouchni, Frédéric Barbaresco
2024	J	`jnl`	Optimum sensors allocation for drones multi-target tracking under complex environment using improved prairie dog optimization. Neural Comput. Appl. Raed Abu Zitar, Esra Alhadhrami, Laith Abualigah, Frédéric Barbaresco, Amal El Fallah Seghrouchni
2023	—	`conf`	Analysis of the Performance of Four Filter Types for Drone Tracking. CISP-BMEI Amani Mohsen, Amal El Fallah Seghrouchni, Frédéric Barbaresco, Raed Abu Zitar
2023	—	`ed.`	Geometric Science of Information - 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part I GSI (1) Frank Nielsen, Frédéric Barbaresco
2023	—	`ed.`	Geometric Science of Information - 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part II GSI (2) Frank Nielsen, Frédéric Barbaresco
2023	J	`jnl`	Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem. Neural Comput. Appl. Raed Abu Zitar, Laith Abualigah, Frédéric Barbaresco, Amal El Fallah Seghrouchni
2023	A	`conf`	Multi-objective Reinforcement Learning in Factored MDPs with Graph Neural Networks. AAMAS Marc Vincent, Amal El Fallah Seghrouchni, Vincent Corruble, Narayan Bernardin, Rami Kassab, Frédéric Barbaresco
2023	J	`jnl`	Sliding Window Neural Generated Tracking Based on Measurement Model. CoRR Haya Ejjawi, Amal El Fallah Seghrouchni, Frédéric Barbaresco, Raed Abu Zitar
2023	J	`jnl`	Tracking mulitple targets with multiple radars using Distributed Auctions. CoRR Pierre Larrenie, Cédric L. R. Buron, Frédéric Barbaresco
2022	J	`jnl`	Collaborative Multi-Radars Tracking by Distributed Auctions. CoRR Pierre Larrenie, Cédric L. R. Buron, Frédéric Barbaresco
2022	J	`jnl`	Symplectic Foliation Structures of Non-Equilibrium Thermodynamics as Dissipation Model: Application to Metriplectic Nonlinear Lindblad Quantum Master Equation. Entropy Frédéric Barbaresco
2022	C	`conf`	Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. FUSION Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
2022	J	`jnl`	Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. CoRR Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
2021	—	`conf`	${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification. GSI Pierre-Yves Lagrave, Yann Cabanes, Frédéric Barbaresco
2021	—	`conf`	Archetypal Model of Entropy by Poisson Cohomology as Invariant Casimir Function in Coadjoint Representation and Geometric Fourier Heat Equation. GSI Frédéric Barbaresco
2021	—	`conf`	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 Frédéric Barbaresco
2021	—	`ed.`	Geometric Science of Information - 5th International Conference, GSI 2021, Paris, France, July 21-23, 2021, Proceedings GSI Frank Nielsen, Frédéric Barbaresco
2021	—	`ed.`	Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31 SPIGL Frédéric Barbaresco, Frank Nielsen
2021	—	`conf`	Koszul Information Geometry, Liouville-Mineur Integrable Systems and Moser Isospectral Deformation Method for Hermitian Positive-Definite Matrices. GSI Frédéric Barbaresco
2021	—	`conf`	Souriau's Geometric Principles for Quantum Mechanics. GSI (2) Frédéric Barbaresco
2021	—	`conf`	Symplectic Foliation Transverse Structure and Libermann Foliation of Heat Theory and Information Geometry. GSI (2) Frédéric Barbaresco
2020	J	`jnl`	AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity. CoRR Mathieu Klein, Thomas Carpentier, Eric Jeanclaude, Rami Kassab, Konstantinos Varelas, Nico de Bruijn, Frédéric Barbaresco, Yann Briheche, Yann Semet, Florence Aligne
2020	J	`jnl`	Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns. CoRR Yann Briheche, Frédéric Barbaresco, Fouad Bennis, Damien Chablat
2020	—	`conf`	Jean-Marie Souriau's Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodynamics - Quod Erat Demonstrandum. SPIGL Frédéric Barbaresco
2020	J	`jnl`	Lie Group Cohomology and (Multi)Symplectic Integrators: New Geometric Tools for Lie Group Machine Learning Based on Souriau Geometric Statistical Mechanics. Entropy Frédéric Barbaresco, François Gay-Balmaz
2020	J	`jnl`	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 Frédéric Barbaresco
2020	J	`jnl`	Multi-Radar Tracking Optimization for Collaborative Combat. CoRR Nouredine Nour, Reda Belhaj-Soullami, Cédric L. R. Buron, Alain Peres, Frédéric Barbaresco
2020	—	`conf`	Souriau-Casimir Lie Groups Thermodynamics and Machine Learning. SPIGL Frédéric Barbaresco
2020	J	`jnl`	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 Frédéric Barbaresco, Yann Cabanes
2019	—	`conf`	Dilation Operator Approach and Square Root Velocity Transform for Time/Doppler Spectra Characterization on SU(n). GSI Guillaume Bouleux, Frédéric Barbaresco
2019	Misc	`conf`	Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar Data. ICASSP Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
2019	—	`ed.`	Geometric Science of Information - 4th International Conference, GSI 2019, Toulouse, France, August 27-29, 2019, Proceedings GSI Frank Nielsen, Frédéric Barbaresco
2019	J	`jnl`	Joseph Fourier 250th Birthday: Modern Fourier Analysis and Fourier Heat Equation in Information Sciences for the XXIst Century. Entropy Frédéric Barbaresco, Jean-Pierre Gazeau
2019	—	`conf`	Lie Group Machine Learning and Gibbs Density on Poincaré Unit Disk from Souriau Lie Groups Thermodynamics and SU(1, 1) Coadjoint Orbits. GSI Frédéric Barbaresco
2019	A*	`conf`	Riemannian batch normalization for SPD neural networks. NeurIPS Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
2019	J	`jnl`	Riemannian batch normalization for SPD neural networks. CoRR Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
2019	—	`conf`	Second-Order Networks in PyTorch. GSI Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord
2019	—	`conf`	Souriau Exponential Map Algorithm for Machine Learning on Matrix Lie Groups. GSI Frédéric Barbaresco
2019	—	`conf`	Toeplitz Hermitian Positive Definite Matrix Machine Learning Based on Fisher Metric. GSI Yann Cabanes, Frédéric Barbaresco, Marc Arnaudon, Jérémie Bigot
2018	—	`conf`	A Comparative Study of Large-Scale Variants of CMA-ES. PPSN (1) Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frédéric Barbaresco
2018	J	`jnl`	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 Frédéric Barbaresco
2018	J	`jnl`	Theoretical Complexity of Grid Cover Problems Used in Radar Applications. J. Optim. Theory Appl. Yann Briheche, Frédéric Barbaresco, Fouad Bennis, Damien Chablat
2017	—	`conf`	Drone Tracking Using an Innovative UKF. GSI Marion Pilté, Silvère Bonnabel, Frédéric Barbaresco
2017	—	`ed.`	Geometric Science of Information - Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings GSI Frank Nielsen, Frédéric Barbaresco
2017	—	`conf`	Optimal Matching Between Curves in a Manifold. GSI Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
2017	—	`conf`	Poly-symplectic Model of Higher Order Souriau Lie Groups Thermodynamics for Small Data Analytics. GSI Frédéric Barbaresco
2017	—	`conf`	Tracking the Frenet-Serret frame associated to a highly maneuvering target in 3D. CDC Marion Pilté, Silvère Bonnabel, Frédéric Barbaresco
2016	J	`jnl`	Geometric Theory of Heat from Souriau Lie Groups Thermodynamics and Koszul Hessian Geometry: Applications in Information Geometry for Exponential Families. Entropy Frédéric Barbaresco
2016	J	`jnl`	Kernel Density Estimation on the Siegel Space with an Application to Radar Processing. Entropy Emmanuel Chevallier, Thibault Forget, Frédéric Barbaresco, Jesús Angulo
2016	—	`conf`	Median burg robust spectral estimation for inhomogeneous and stationary segments. SAM Frédéric Barbaresco, Alexis Decurninge
2015	—	`ed.`	Geometric Science of Information - Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings GSI Frank Nielsen, Frédéric Barbaresco
2015	—	`conf`	Probability Density Estimation on the Hyperbolic Space Applied to Radar Processing. GSI Emmanuel Chevallier, Frédéric Barbaresco, Jesús Angulo
2015	—	`conf`	Reparameterization Invariant Metric on the Space of Curves. GSI Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
2015	—	`conf`	Symplectic Structure of Information Geometry: Fisher Metric and Euler-Poincaré Equation of Souriau Lie Group Thermodynamics. GSI Frédéric Barbaresco
2014	J	`jnl`	Koszul Information Geometry and Souriau Geometric Temperature/Capacity of Lie Group Thermodynamics. Entropy Frédéric Barbaresco
2013	—	`ed.`	Geometric Science of Information - First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings GSI Frank Nielsen, Frédéric Barbaresco
2013	—	`conf`	Information/Contact Geometries and Koszul Entropy. GSI Frédéric Barbaresco
2013	J	`jnl`	Riemannian Medians and Means With Applications to Radar Signal Processing. IEEE J. Sel. Top. Signal Process. Marc Arnaudon, Frédéric Barbaresco, Le Yang
2011	—	`conf`	Computation of most threatening radar trajectories areas and corridors based on fast-marching & Level Sets. CISDA Frédéric Barbaresco
2010	J	`jnl`	Dear RAIRO-Oper. Res. readers. RAIRO Oper. Res. Frédéric Barbaresco
2008	—	`conf`	Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery. ETVC Frédéric Barbaresco
2007	C	`conf`	Radar resources optimization by adaptive serch domains priority assignment based on most threatening trajectories computation. FUSION Frédéric Barbaresco
2006	—	`conf`	Alternative Constraint Strategies to the Esmi Algorithm in Radar Systems. ICASSP (3) Marc Oudin, Jean Pierre Delmas, Cécile Germond, Claude Adnet, Frédéric Barbaresco
2001	—	`conf`	3D echographic data segmentation and carotid artery turbulences mapping by Doppler velocimetry by a common approach based on. ICIP (1) Frédéric Barbaresco
2001	—	`conf`	Rain clouds tracking with radar image processing based on morphological skeleton matching. ICIP (1) Frédéric Barbaresco, Bernard Monnier
2000	—	`conf`	Minimal geodesics bundles by active contours: Radar application for computation of most threathening trajectories areas & corridors. EUSIPCO Frédéric Barbaresco, Bernard Mounier
1998	—	`conf`	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 Frédéric Barbaresco
1997	Misc	`conf`	Recursive eigendecomposition via autoregressive analysis and ago-antagonistic regularization. ICASSP Frédéric Barbaresco
1996	—	`conf`	Motion-based segmentation and tracking of dynamic radar clutters. ICIP (3) Frédéric Barbaresco, S. Bonney, J. Lambert, Bernard Monnier
1996	—	`conf`	Super-resolution spectrum analysis regularization: Burg, Capon & AGO-antagonistic algorithms. EUSIPCO Frédéric Barbaresco