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Frédéric Barbaresco
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2020 – today
- 2024
- [j14]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): 10501-10525 (2024) - [j13]Mohamad Kassab
Drone Detection With Improved Precision in Traditional Machine Learning and Less Complexity in Single-Shot Detectors. IEEE Trans. Aerosp. Electron. Syst. 60(4): 3847-3859 (2024) - [c40]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: 2797-2799 - 2023
- [j12]Raed Abu Zitar
Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem. Neural Comput. Appl. 35(14): 10421-10447 (2023) - [c39]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: 2833-2835 - [c38]Amani Mohsen, Amal El Fallah Seghrouchni, Frédéric Barbaresco, Raed Abu Zitar:
Analysis of the Performance of Four Filter Types for Drone Tracking. CISP-BMEI 2023: 1-6 - [e8]Frank Nielsen
Geometric Science of Information - 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14071, Springer 2023, ISBN 978-3-031-38270-3 [contents] - [e7]Frank Nielsen
Geometric Science of Information - 6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14072, Springer 2023, ISBN 978-3-031-38298-7 [contents] - [i9]Haya Ejjawi, Amal El Fallah Seghrouchni, Frédéric Barbaresco, Raed Abu Zitar:
Sliding Window Neural Generated Tracking Based on Measurement Model. CoRR abs/2306.06434 (2023) - [i8]Pierre Larrenie, Cédric L. R. Buron, Frédéric Barbaresco:
Tracking mulitple targets with multiple radars using Distributed Auctions. CoRR abs/2307.16477 (2023) - 2022
- [j11]Frédéric Barbaresco
Symplectic Foliation Structures of Non-Equilibrium Thermodynamics as Dissipation Model: Application to Metriplectic Nonlinear Lindblad Quantum Master Equation. Entropy 24(11): 1626 (2022) - [c37]Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco:
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. FUSION 2022: 1-8 - [i7]Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco:
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. CoRR abs/2204.11133 (2022) - [i6]Pierre Larrenie, Cédric L. R. Buron, Frédéric Barbaresco:
Collaborative Multi-Radars Tracking by Distributed Auctions. CoRR abs/2205.05334 (2022) - 2021
- [c36]Frédéric Barbaresco:
Symplectic Foliation Transverse Structure and Libermann Foliation of Heat Theory and Information Geometry. GSI (2) 2021: 152-164 - [c35]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: 245-255 - [c34]Frédéric Barbaresco:
Koszul Information Geometry, Liouville-Mineur Integrable Systems and Moser Isospectral Deformation Method for Hermitian Positive-Definite Matrices. GSI 2021: 350-359 - [c33]Frédéric Barbaresco:
Souriau's Geometric Principles for Quantum Mechanics. GSI (2) 2021: 372-381 - [c32]Frédéric Barbaresco:
Archetypal Model of Entropy by Poisson Cohomology as Invariant Casimir Function in Coadjoint Representation and Geometric Fourier Heat Equation. GSI 2021: 417-429 - [c31]Pierre-Yves Lagrave
${{\, \mathrm{SU}\, }}(1, 1)$ Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification. GSI 2021: 577-584 - [e6]Frank Nielsen
Geometric Science of Information - 5th International Conference, GSI 2021, Paris, France, July 21-23, 2021, Proceedings. Lecture Notes in Computer Science 12829, Springer 2021, ISBN 978-3-030-80208-0 [contents] - [e5]Frédéric Barbaresco, Frank Nielsen:
Geometric Structures of Statistical Physics, Information Geometry, and Learning - SPIGL'20, Les Houches, France, July 27-31. Springer 2021, ISBN 978-3-030-77956-6 [contents] - 2020
- [j10]Frédéric Barbaresco
Lie Group Cohomology and (Multi)Symplectic Integrators: New Geometric Tools for Lie Group Machine Learning Based on Souriau Geometric Statistical Mechanics. Entropy 22(5): 498 (2020) - [j9]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): 642 (2020) - [c30]Frédéric Barbaresco:
Jean-Marie Souriau's Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodynamics - Quod Erat Demonstrandum. SPIGL 2020: 12-50 - [c29]Frédéric Barbaresco:
Souriau-Casimir Lie Groups Thermodynamics and Machine Learning. SPIGL 2020: 53-83 - [i5]Yann Briheche, Frédéric Barbaresco, Fouad Bennis, Damien Chablat
Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns. CoRR abs/2002.04906 (2020) - [i4]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 abs/2006.12384 (2020) - [i3]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 abs/2007.00428 (2020) - [i2]Nouredine Nour, Reda Belhaj-Soullami, Cédric L. R. Buron, Alain Peres, Frédéric Barbaresco:
Multi-Radar Tracking Optimization for Collaborative Combat. CoRR abs/2010.11733 (2020)
2010 – 2019
- 2019
- [j8]Frédéric Barbaresco
Joseph Fourier 250th Birthday: Modern Fourier Analysis and Fourier Heat Equation in Information Sciences for the XXIst Century. Entropy 21(3): 250 (2019) - [c28]Guillaume Bouleux
Dilation Operator Approach and Square Root Velocity Transform for Time/Doppler Spectra Characterization on SU(n). GSI 2019: 31-38 - [c27]Frédéric Barbaresco:
Souriau Exponential Map Algorithm for Machine Learning on Matrix Lie Groups. GSI 2019: 85-95 - [c26]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: 157-170 - [c25]Yann Cabanes, Frédéric Barbaresco, Marc Arnaudon, Jérémie Bigot:
Toeplitz Hermitian Positive Definite Matrix Machine Learning Based on Fisher Metric. GSI 2019: 261-270 - [c24]Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord:
Second-Order Networks in PyTorch. GSI 2019: 751-758 - [c23]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: 3672-3676 - [c22]Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord:
Riemannian batch normalization for SPD neural networks. NeurIPS 2019: 15463-15474 - [e4]Frank Nielsen, Frédéric Barbaresco:
Geometric Science of Information - 4th International Conference, GSI 2019, Toulouse, France, August 27-29, 2019, Proceedings. Lecture Notes in Computer Science 11712, Springer 2019, ISBN 978-3-030-26979-1 [contents] - [i1]Daniel A. Brooks, Olivier Schwander, Frédéric Barbaresco, Jean-Yves Schneider, Matthieu Cord:
Riemannian batch normalization for SPD neural networks. CoRR abs/1909.02414 (2019) - 2018
- [j7]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): 840 (2018) - [j6]Yann Briheche
Theoretical Complexity of Grid Cover Problems Used in Radar Applications. J. Optim. Theory Appl. 179(3): 1086-1106 (2018) - [c21]Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
A Comparative Study of Large-Scale Variants of CMA-ES. PPSN (1) 2018: 3-15 - 2017
- [c20]Marion Pilté, Silvère Bonnabel, Frédéric Barbaresco:
Tracking the Frenet-Serret frame associated to a highly maneuvering target in 3D. CDC 2017: 1969-1974 - [c19]Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco:
Optimal Matching Between Curves in a Manifold. GSI 2017: 57-64 - [c18]Marion Pilté, Silvère Bonnabel, Frédéric Barbaresco:
Drone Tracking Using an Innovative UKF. GSI 2017: 301-309 - [c17]Frédéric Barbaresco:
Poly-symplectic Model of Higher Order Souriau Lie Groups Thermodynamics for Small Data Analytics. GSI 2017: 432-441 - [e3]Frank Nielsen, Frédéric Barbaresco:
Geometric Science of Information - Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings. Lecture Notes in Computer Science 10589, Springer 2017, ISBN 978-3-319-68444-4 [contents] - 2016
- [j5]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): 386 (2016) - [j4]Emmanuel Chevallier, Thibault Forget, Frédéric Barbaresco
Kernel Density Estimation on the Siegel Space with an Application to Radar Processing. Entropy 18(11): 396 (2016) - [c16]Frédéric Barbaresco, Alexis Decurninge:
Median burg robust spectral estimation for inhomogeneous and stationary segments. SAM 2016: 1-5 - 2015
- [c15]Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco:
Reparameterization Invariant Metric on the Space of Curves. GSI 2015: 140-149 - [c14]Frédéric Barbaresco:
Symplectic Structure of Information Geometry: Fisher Metric and Euler-Poincaré Equation of Souriau Lie Group Thermodynamics. GSI 2015: 529-540 - [c13]Emmanuel Chevallier, Frédéric Barbaresco, Jesús Angulo:
Probability Density Estimation on the Hyperbolic Space Applied to Radar Processing. GSI 2015: 753-761 - [e2]Frank Nielsen, Frédéric Barbaresco:
Geometric Science of Information - Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings. Lecture Notes in Computer Science 9389, Springer 2015, ISBN 978-3-319-25039-7 [contents] - 2014
- [j3]Frédéric Barbaresco
Koszul Information Geometry and Souriau Geometric Temperature/Capacity of Lie Group Thermodynamics. Entropy 16(8): 4521-4565 (2014) - 2013
- [j2]Marc Arnaudon, Frédéric Barbaresco, Le Yang:
Riemannian Medians and Means With Applications to Radar Signal Processing. IEEE J. Sel. Top. Signal Process. 7(4): 595-604 (2013) - [c12]Frédéric Barbaresco:
Information/Contact Geometries and Koszul Entropy. GSI 2013: 604-611 - [e1]Frank Nielsen
Geometric Science of Information - First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings. Lecture Notes in Computer Science 8085, Springer 2013, ISBN 978-3-642-40019-3 [contents] - 2011
- [c11]Frédéric Barbaresco:
Computation of most threatening radar trajectories areas and corridors based on fast-marching & Level Sets. CISDA 2011: 51-58 - 2010
- [j1]Frédéric Barbaresco:
Dear RAIRO-Oper. Res. readers. RAIRO Oper. Res. 44(4): 267-268 (2010)
2000 – 2009
- 2008
- [c10]Frédéric Barbaresco:
Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery. ETVC 2008: 124-163 - 2007
- [c9]Frédéric Barbaresco:
Radar resources optimization by adaptive serch domains priority assignment based on most threatening trajectories computation. FUSION 2007: 1-8 - 2006
- [c8]Marc Oudin, Jean Pierre Delmas, Cécile Germond, Claude Adnet, Frédéric Barbaresco:
Alternative Constraint Strategies to the Esmi Algorithm in Radar Systems. ICASSP (3) 2006: 1080-1083 - 2001
- [c7]Frédéric Barbaresco:
3D echographic data segmentation and carotid artery turbulences mapping by Doppler velocimetry by a common approach based on. ICIP (1) 2001: 694-697 - [c6]Frédéric Barbaresco, Bernard Monnier:
Rain clouds tracking with radar image processing based on morphological skeleton matching. ICIP (1) 2001: 830-833 - 2000
- [c5]Frédéric Barbaresco, Bernard Mounier:
Minimal geodesics bundles by active contours: Radar application for computation of most threathening trajectories areas & corridors. EUSIPCO 2000: 1-4
1990 – 1999
- 1998
- [c4]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: 1-4 - 1997
- [c3]Frédéric Barbaresco:
Recursive eigendecomposition via autoregressive analysis and ago-antagonistic regularization. ICASSP 1997: 3969-3972 - 1996
- [c2]Frédéric Barbaresco:
Super-resolution spectrum analysis regularization: Burg, Capon & AGO-antagonistic algorithms. EUSIPCO 1996: 1-4 - [c1]Frédéric Barbaresco, S. Bonney, J. Lambert, Bernard Monnier:
Motion-based segmentation and tracking of dynamic radar clutters. ICIP (3) 1996: 923-926
Coauthor Index
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