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1دورية أكاديمية
المؤلفون: Théo Combey, António Loison, Maxime Faucher, Hatem Hajri
المصدر: Machine Learning and Knowledge Extraction, Vol 2, Iss 4, Pp 558-578 (2020)
مصطلحات موضوعية: Jacobian-based Saliency Map, adversarial attacks, deep neural network classifiers, MNIST, CIFAR-10, GTSRB, Computer engineering. Computer hardware, TK7885-7895
وصف الملف: electronic resource
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2دورية أكاديمية
المؤلفون: Hatem Hajri, Ioana Ilea, Salem Said, Lionel Bombrun, Yannick Berthoumieu
المصدر: Entropy, Vol 18, Iss 3, p 98 (2016)
مصطلحات موضوعية: symmetric positive definite matrices, Laplace distribution, expectation-maximization, Bayesian information criterion, texture classification, Science, Astrophysics, QB460-466, Physics, QC1-999
وصف الملف: electronic resource
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المؤلفون: Thomas Gerald, Hadi Zaatiti, Hatem Hajri, Nicolas Baskiotis, Olivier Schwander
المصدر: Data Mining and Knowledge Discovery. 37:1090-1124
مصطلحات موضوعية: Computer Networks and Communications, Computer Science Applications, Information Systems
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المؤلفون: Martin Gonzalez, Thibault Defourneau, Hatem Hajri, Mihaly Petreczky
المساهمون: IRT SystemX, Trinov, Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)
مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, History, Neural ODEs, Polymers and Plastics, General Computer Science, Mechanical Engineering, MathematicsofComputing_NUMERICALANALYSIS, System Identification, Industrial and Manufacturing Engineering, Machine Learning (cs.LG), [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], Realization theory, Optimization and Control (math.OC), Control and Systems Engineering, [INFO.INFO-AU]Computer Science [cs]/Automatic Control Engineering, ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION, FOS: Mathematics, Long Short-Term Memory, Business and International Management, Electrical and Electronic Engineering, Mathematics - Optimization and Control, Recurrent Neural Networks
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b00b4cbdda320b96eec4fbaa4638e89
https://hal.science/hal-03872484/file/2205.11989.pdf -
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المؤلفون: Thomas Gerald, Hadi Zaatiti, Hatem Hajri
المساهمون: IRT SystemX (IRT SystemX)
المصدر: Geometric Structures of Statistical Physics, Information Geometry, and Learning
Geometric Structures of Statistical Physics, Information Geometry, and Learning, pp.428-459, 2021, ⟨10.1007/978-3-030-77957-3_21⟩
Springer Proceedings in Mathematics & Statistics ISBN: 9783030779566
SPIGLمصطلحات موضوعية: Theoretical computer science, Computer science, Hyperbolic geometry, media_common.quotation_subject, 02 engineering and technology, Graph, Technical support, Presentation, 020204 information systems, 0202 electrical engineering, electronic engineering, information engineering, Unsupervised learning, 020201 artificial intelligence & image processing, [INFO]Computer Science [cs], ComputingMilieux_MISCELLANEOUS, media_common
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03eb7e619413d19279400096c6ce2c19
https://hal.archives-ouvertes.fr/hal-03295547 -
6دورية أكاديمية
المؤلفون: Hatem Hajri, Marc Arnaudon
المصدر: Springer, Journal of Theoretical Probability. 32(1):90-105
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المؤلفون: Nina Miolane, Nicolas Guigui, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Daniel Brooks, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec
المساهمون: Department of Statistics [Stanford], Stanford University, Université Côte d'Azur (UCA), E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne) (SAMM), Université Paris 1 Panthéon-Sorbonne (UP1), Frog labs AI San Francisco, Imperial College London, Technische Universität Ilmenau (TU ), Institut de Mathématiques de Jussieu - Paris Rive Gauche (IMJ-PRG (UMR_7586)), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), IRT SystemX (IRT SystemX), Institut de Mathématiques de Bordeaux (IMB), Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), Machine Learning and Information Access (MLIA), LIP6, Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Centre de Robotique (CAOR), MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Washington University in Saint Louis (WUSTL), Chercheur indépendant, ERC G-Statistics No 786854, ANR UCAJEDI No ANR-15-IDEX-01, 3IA Côte d'Azur ANR-19-P3IA-0002, Inria@SiliconValley, GeomStats, G-Statistics, ANR-15-IDEX-0001,UCA JEDI,Idex UCA JEDI(2015), ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019), European Project: 786854,H2020 Pilier ERC,ERC AdG(2018), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Rheinisch-Westfälische Technische Hochschule Aachen University (RWTH), IRT SystemX, Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), Mines Paris - PSL (École nationale supérieure des mines de Paris), Asclepios, Project-Team, Idex UCA JEDI - - UCA JEDI2015 - ANR-15-IDEX-0001 - IDEX - VALID, 3IA Côte d'Azur - - 3IA@cote d'azur2019 - ANR-19-P3IA-0002 - P3IA - VALID, G-Statistics - Foundations of Geometric Statistics and Their Application in the Life Sciences - ERC AdG - - H2020 Pilier ERC2018-09-01 - 2023-08-31 - 786854 - VALID
المصدر: HAL
Journal of Machine Learning Research
Journal of Machine Learning Research, Microtome Publishing, 2020, 21 (223), pp.1-9
Journal of Machine Learning Research, 2020, 21 (223), pp.1-9مصطلحات موضوعية: Technology, Science & Technology, manifold, [INFO] Computer Science [cs], Computer Science, Artificial Intelligence, 17 Psychology and Cognitive Sciences, Automation & Control Systems, machine learning, statistics, [MATH.MATH-DG]Mathematics [math]/Differential Geometry [math.DG], Computer Science, MANIFOLDS, Artificial Intelligence & Image Processing, [INFO]Computer Science [cs], 08 Information and Computing Sciences, differential geometry, Riemannian geometry, [MATH.MATH-DG] Mathematics [math]/Differential Geometry [math.DG]
وصف الملف: application/pdf
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المؤلفون: Nina Miolane, Paul Chauchat, Xavier Pennec, Bernhard Kainz, Daniel Brooks, Susan Holmes, Johan Mathe, Niklas Koep, Stefan Heyder, Benjamin Hou, Alice Le Brigant, Christian Shewmake, Yann Thanwerdas, Yann Cabanes, Thomas Gerald, Olivier Peltre, Nicolas Guigui, Claire Donnat, Hadi Zaatiti, Hatem Hajri
المساهمون: Stanford University, Université Côte d'Azur (UCA), Institut National de Recherche en Informatique et en Automatique (Inria), E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), IRT SystemX, Washington University in Saint Louis (WUSTL), Thales Air Systems, THALES [France], Machine Learning and Information Access (MLIA), LIP6, Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Statistique, Analyse et Modélisation Multidisciplinaire (SAmos-Marin Mersenne) (SAMM), Université Paris 1 Panthéon-Sorbonne (UP1), Frog labs AI San Francisco, Imperial College London, Technische Universität Ilmenau (TU ), Institut de Mathématiques de Jussieu - Paris Rive Gauche (IMJ-PRG (UMR_7586)), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Rheinisch-Westfälische Technische Hochschule Aachen University (RWTH), Institut de Mathématiques de Bordeaux (IMB), Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1 (UB)-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), Centre de Robotique (CAOR), Mines Paris - PSL (École nationale supérieure des mines de Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Meghann Agarwal, Chris Calloway, Dillon Niederhut, David Shupe, ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019), European Project: 786854,H2020 Pilier ERC,ERC AdG(2018), IRT SystemX (IRT SystemX), Thales Group [France], Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-Université de Bordeaux (UB)-Institut Polytechnique de Bordeaux (Bordeaux INP)-Centre National de la Recherche Scientifique (CNRS), MINES ParisTech - École nationale supérieure des mines de Paris
المصدر: SciPy 2020-19th Python in Science Conference
SciPy 2020-19th Python in Science Conference, Jul 2020, Austin, Texas, United States. pp.48-57, ⟨10.25080/Majora-342d178e-007⟩
Proceedings of the 19th Python in Science Conferenceمصطلحات موضوعية: manifold, Programming language, Computer science, Computation, Python (programming language), computer.software_genre, Index Terms-differential geometry, Documentation, machine learning, Differential geometry, statistics, [MATH.MATH-DG]Mathematics [math]/Differential Geometry [math.DG], [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Reference implementation, computer, Intuition, computer.programming_language
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f3547d9c37a81d93725731a1eb934095
https://inria.hal.science/hal-02908006/file/geomstats.pdf -
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المؤلفون: Salem Said, Baba C. Vemuri, Hatem Hajri, Lionel Bombrun
المساهمون: Laboratoire de l'intégration, du matériau au système (IMS), Centre National de la Recherche Scientifique (CNRS)-Institut Polytechnique de Bordeaux-Université Sciences et Technologies - Bordeaux 1, Department of Computer and Information Science and Engineering [Gainesville] (UF|CISE), University of Florida [Gainesville] (UF)
المصدر: IEEE Transactions on Information Theory
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2018, 64 (2), pp.752-772. ⟨10.1109/TIT.2017.2713829⟩مصطلحات موضوعية: Gaussian, Mathematics - Statistics Theory, 020206 networking & telecommunications, Statistics Theory (math.ST), 02 engineering and technology, Library and Information Sciences, Covariance, Riemannian geometry, Mixture model, Toeplitz matrix, Computer Science Applications, symbols.namesake, [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Statistical inference, symbols, Symmetric matrix, Probability distribution, Applied mathematics, 020201 artificial intelligence & image processing, ComputingMilieux_MISCELLANEOUS, Information Systems, Mathematics
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المؤلفون: Hatem Hajri, Olivier Raimond
المساهمون: Laboratoire de l'intégration, du matériau au système (IMS), Centre National de la Recherche Scientifique (CNRS)-Institut Polytechnique de Bordeaux-Université Sciences et Technologies - Bordeaux 1, Modélisation aléatoire de Paris X (MODAL'X), Université Paris Nanterre (UPN), ANR-11-LABX-0023,MME-DII,Modèles Mathématiques et Economiques de la Dynamique, de l'Incertitude et des Interactions(2011), Université du Luxembourg (Uni.lu), Université Sciences et Technologies - Bordeaux 1 (UB)-Institut Polytechnique de Bordeaux-Centre National de la Recherche Scientifique (CNRS)
المصدر: Stochastic Processes and their Applications
Stochastic Processes and their Applications, Elsevier, 2016, 126 (1), pp.33-65. ⟨10.1016/j.spa.2015.07.014⟩
Stochastic Processes and their Applications, 2016, 126 (1), pp.33-65. ⟨10.1016/j.spa.2015.07.014⟩
E-print\working paper. (2013).مصطلحات موضوعية: Statistics and Probability, Existential quantification, Perturbed Tanaka's SDE, A* search algorithm, Mathematical proof, 01 natural sciences, law.invention, Quadrant (plane geometry), 010104 statistics & probability, Stochastic differential equation, Mathematics::Probability, law, FOS: Mathematics, Walsh's Brownian motion, 0101 mathematics, Finite set, ComputingMilieux_MISCELLANEOUS, Mathematics, Geometric Brownian motion, Applied Mathematics, Probability (math.PR), 010102 general mathematics, Mathematical analysis, 16. Peace & justice, [MATH.MATH-PR]Mathematics [math]/Probability [math.PR], Stochastic flows, Reflected Brownian motion, metric graphs, Modeling and Simulation, Mathematics [G03] [Physical, chemical, mathematical & earth Sciences], Mathématiques [G03] [Physique, chimie, mathématiques & sciences de la terre], Tsirelson theorem, Mathematics - Probability