المؤلفون: Malgouyres, François

المساهمون: Institut de Mathématiques de Toulouse UMR5219 (IMT), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS), IRT Saint Exupéry - Institut de Recherche Technologique, ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019)

المصدر: Mathematical and Scientific Machine Learning ; https://hal.science/hal-01526083 ; Mathematical and Scientific Machine Learning, Jul 2020, Princeton, United States

مصطلحات موضوعية: deep linear networks, convolutional linear networks, feature robustess, deep structured linear networks, Stable recovery, [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

جغرافية الموضوع: United States

Time: Princeton, United States

Relation: info:eu-repo/semantics/altIdentifier/arxiv/1706.00342; hal-01526083; https://hal.science/hal-01526083; https://hal.science/hal-01526083v3/document; https://hal.science/hal-01526083v3/file/sparse_net.pdf; ARXIV: 1706.00342

الاتاحة: https://hal.science/hal-01526083
https://hal.science/hal-01526083v3/document
https://hal.science/hal-01526083v3/file/sparse_net.pdf

المؤلفون: Malgouyres, François, Landsberg, Joseph

المساهمون: Institut de Mathématiques de Toulouse UMR5219 (IMT), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS), Department of Mathematics Texas (TAMU), Texas A&M University College Station, ANR-19-P3IA-0004,ANITI,Artificial and Natural Intelligence Toulouse Institute(2019), ANR-11-LABX-0040,CIMI,Centre International de Mathématiques et d'Informatique (de Toulouse)(2011)

المصدر: EISSN: 2577-0187 ; SIAM Journal on Mathematics of Data Science ; https://hal.science/hal-01494267 ; SIAM Journal on Mathematics of Data Science, 2019, 1 (3), pp.446-475

مصطلحات موضوعية: Interpretable learning, convolutional networks, stable recovery, matrix factorization, deep linear networks, AMS subject classifications. 68T05, 90C99, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE], [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing, [MATH.MATH-IT]Mathematics [math]/Information Theory [math.IT], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]

Time: 15-02

Relation: info:eu-repo/semantics/altIdentifier/arxiv/1703.08044; hal-01494267; https://hal.science/hal-01494267; https://hal.science/hal-01494267v4/document; https://hal.science/hal-01494267v4/file/interpretable.pdf; ARXIV: 1703.08044

الاتاحة: https://hal.science/hal-01494267
https://hal.science/hal-01494267v4/document
https://hal.science/hal-01494267v4/file/interpretable.pdf

المؤلفون: Malgouyres, Francois, Landsberg, Joseph

المساهمون: Institut de Mathématiques de Toulouse UMR5219 (IMT), Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Toulouse 1 Capitole (UT1)-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS), Department of Mathematics [Texas] (TAMU), Texas A&M University [College Station]

مصطلحات موضوعية: feature robustess, deep linear networks, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], Stable recovery, [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], convolutional linear networks

URL الوصول: https://explore.openaire.eu/search/publication?articleId=od______4074::e89c867cb6bccfa26d8e0037d5be8477
https://hal.archives-ouvertes.fr/hal-01526083