Farouk Yahaya
13
Documents
Publications
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Random Projection Streams for (Weighted) Nonnegative Matrix Factorization2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.3280-3284, ⟨10.1109/ICASSP39728.2021.9413496⟩
Conference papers
hal-03126485v1
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In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.3515-3519, ⟨10.1109/ICASSP39728.2021.9414742⟩
Conference papers
hal-03126481v1
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Fast informed nonnegative matrix factorization for mobile sensor calibrationGdR ISIS (Groupement de Recherche Information Signal Image viSion) : Statistical learning with missing values, Dec 2021, Virtuel, France
Conference papers
hal-03471618v1
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Gaussian Compression Stream: Principle and Preliminary ResultsiTWIST'20 : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Dec 2020, Nantes, France. Paper-ID 11
Conference papers
hal-02931454v1
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Non-Negative Matrix Factorization with Missing Entries: A Random Projection Based ApproachJournée des jeunes chercheurs en Traitement du signal et de l’image 2019 GRAISyHM TSI 2019, Jun 2019, Amiens, France
Conference papers
hal-02314813v1
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Cartographie et étalonnage de capteurs conjoints par traitement des données issues de capteurs mobilesColloque National Capteurs et Sciences Participatives, Apr 2019, Paris, France
Conference papers
hal-02070054v1
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Fast & furious: accelerating weighted NMF using random projectionsWorkshop on Low-Rank Models and Applications (LRMA), Sep 2019, Mons, Belgium
Conference papers
hal-02151522v1
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How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8903036⟩
Conference papers
hal-02151521v1
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Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoiresGRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.265-268
Conference papers
hal-02145705v1
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Calibration en ligne d’un réseau de capteurs mobiles par factorisation matricielleIndividual Air Pollution Sensors: Innovation or Revolution?, Nov 2018, Villeneuve d'Ascq, France
Conference papers
hal-01868016v1
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Faster-than-fast NMF using random projections and Nesterov iterationsiTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France
Conference papers
hal-01859713v1
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NMF for Big Data with Missing Entries: A Random Projection Based Approach6ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2019, Lille, France
Conference poster
hal-02166582v1
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Do random projections fasten an already fast NMF technique using Nesterov optimal gradient?5ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2018, Amiens, France
Conference poster
hal-01831111v1
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