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General considerations for (photonic) neural networks implemented in hardware
Daniel Brunner
,
Louis Andreoli
,
Xavier Porte
,
Nadezhda Semenova
,
Maxime Jacquot
,
et al.
Yale University, Feb 2020, New Haven, United States
Communication dans un congrès
hal-03369390v1
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A note on computing the Smallest Conic Singular Value
Stephane Chretien
Article dans une revue
hal-04015668v1
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Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method
Stéphane Chrétien
,
Hemant Tyagi
Article dans une revue
hal-04015678v1
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A Penalized Spline Estimator for Functional Linear Regression with Functional Response
Jean Steve Tamo Tchomgui
,
Julien Jacques
,
Vincent Barriac
,
Guillaume Fraysse
,
Stéphane Chrétien
2023
Pré-publication, Document de travail
hal-04120709v2
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Amélioration de l'architecture GAT par la prise en compte de la courbure du graphe
Hugo Attali
,
Adrien Guille
,
Stéphane Chrétien
23ème conférence sur l'Extraction et la Gestion des Connaissances (EGC) 2023, Jan 2023, Lyon, France. pp.393-400
Communication dans un congrès
hal-04009261v1
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SpCLUST: Towards a fast and reliable clustering for potentially divergent biological sequences
Johnny Matar
,
Hicham El Khoury
,
Jean Charr
,
Christophe Guyeux
,
Stéphane Chrétien
Computers in Biology and Medecine, 2019, 114, pp.103439 (14)
Article dans une revue
hal-02366767v1
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On a new method for controlling the entire spectrum in the problem of column subset selection
Stephane Chretien
,
Sebastien Darses
Article dans une revue
hal-02515858v1
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The dual approach to non-negative super-resolution: impact on primal reconstruction accuracy
Stephane Chretien
,
Andrew Thompson
,
Bogdan Toader
Sampta 2019, 2019, Bordeaux, France
Communication dans un congrès
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Average performance analysis of the projected gradient method for online PCA
Stéphane Chrétien
,
Christophe Guyeux
,
Zhen Ho
Annual Conference on machine Learning, Optimization and Data science, Sep 2018, Volterra, Italy. pp.231 - 242
Communication dans un congrès
hal-02182816v1
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Photonic reservoir computing and general considerations for photonic neural networks
Daniel Brunner
,
Maxime Jacquot
,
Stéphane Chretien
,
Stephan Reitzenstein
,
Laurent Larger
ORC/ZI “in absentia” colloquium, Apr 2020, University Of Southampton, United Kingdom
Communication dans un congrès
hal-03369076v1
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The dual approach to non-negative super-resolution: perturbation analysis
Stéphane Chrétien
,
Andrew Thompson
,
Bogdan Toader
2023
Pré-publication, Document de travail
hal-04015673v1
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A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis
Stephane Chretien
,
Christophe Guyeux
,
Bastien Conesa
,
Régis Delage-Mouroux
,
Michèle Jouvenot
,
et al.
Article dans une revue
hal-02516006v1
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Dendrochemical assessment of mercury releases from a pond and dredged-sediment landfill impacted by a chlor-alkali plant
François Maillard
,
Olivier Girardclos
,
Mohamad Assad
,
Cyril Zappelini
,
Julia Perez Mena
,
et al.
Article dans une revue
hal-02868242v1
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Gene-expression signature functional annotation of breast cancer tumours in function of age
Pascal Jézéquel
,
Zein Sharif
,
Hamza Lasla
,
Wilfried Gouraud
,
Catherine Guérin-Charbonnel
,
et al.
Article dans une revue
inserm-01819788v1
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A Component-Wise EM Algorithm for Mixtures
Gilles Celeux
,
Stéphane Chrétien
,
Florence Forbes
,
Abdallah Mkhadri
[Research Report] RR-3746, INRIA. 1999
Rapport
inria-00072916v1
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Decomposition of Dynamical Signals into Jumps, Oscillatory Patterns, and Possible Outliers
Elena Barton
,
Basad Al-Sarray
,
Stephane Chretien
,
Kavya Jagan
Article dans une revue
hal-02515951v1
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A Frank-Wolfe Based Algorithm for Robust Discrete Optimization under Uncertainty
Chifaa Al Dahik
,
Zeina Al Masry
,
Stephane Chretien
,
Jean-Marc Nicod
,
Landy Rabehasaina
Communication dans un congrès
hal-03205273v1
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Using the eigenvalue relaxation for binary least-squares estimation problems
Stéphane Chrétien
,
Franck Corset
Article dans une revue
hal-00385002v1
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Une borne inférieure pour les temps d'inspection en maintenance
Franck Corset
,
Stephane Chretien
37ème Journées de Statistique, 2005, Pau, France
Communication dans un congrès
hal-02298267v1
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Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method
Stéphane Chrétien
,
Hemant Tyagi
Article dans une revue
hal-02379598v1
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Multivariate GARCH estimation via a Bregman-proximal trust-region method
Stéphane Chrétien
,
Juan-Pablo Ortega
2011
Pré-publication, Document de travail
hal-00562224v1
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Incoherent Submatrix Selection via Approximate Independence Sets in Scalar Product Graphs
Stephane Chretien
,
Zhen Wai Olivier Ho
Nicosia G., Pardalos P., Umeton R., Giuffrida G., Sciacca V. (eds) Machine Learning, Optimization, and Data Science. LOD 2019. Lecture Notes in Computer Science, vol 11943. Springer, Cham, pp.95-105, 2019, ⟨10.1007/978-3-030-37599-7_9⟩
Chapitre d'ouvrage
hal-02515839v1
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An SDP Dual Relaxation for the Robust Shortest-Path Problem with Ellipsoidal Uncertainty: Pierra’s Decomposition Method and a New Primal Frank–Wolfe-Type Heuristics for Duality Gap Evaluation
Chifaa Dahik
,
Zeina Al Masry
,
Stéphane Chretien
,
Jean-Marc Nicod
,
Landy Rabehasaina
Mathematics , 2022, 10 (21), pp.1 - 21
Article dans une revue
hal-03880034v1
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Contribution à l’analyse et à l’amélioration de certaines méthodes pour l’inférence statistique par vraisemblance pénalisée : Méthodes Bregman-proximales et LASSO
Stéphane Chrétien
Statistiques [math.ST]. Universite de Franche Comte, 2014
HDR
tel-01757750v1
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On the subdifferential of symmetric convex functions of the spectrum for symmetric and orthogonally decomposable tensors
Stephane Chretien
,
Tianwen Wei
Article dans une revue
hal-02515956v1
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High-overtone bulk acoustic resonator as passive ground penetrating RADAR cooperative targets
J.M. Friedt
,
A. Saintenoy
,
Stéphane Chrétien
,
T. Baron
,
Eric Lebrasseur
,
et al.
Journal of Applied Geophysics, 2013, pp.113(13):13904
Article dans une revue
hal-01498854v1
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Efficient hyper-parameter selection in Total Variation-penalised XCT reconstruction using Freund and Shapire's Hedge approach
Stéphane Chrétien
,
Manasavee Lohvithee
,
Wenjuan Sun
,
Manuchehr Soleimani
Mathematics , In press, pp.1-18
Article dans une revue
hal-02517046v1
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A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers - application to gene expression analysis
Stéphane Chrétien
,
Christophe Guyeux
,
Bastien Conesa
,
Régis Mouroux
,
Michèle Jouvenot
,
et al.
Article dans une revue
hal-02130708v1
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A clustering package for nucleotide sequences using Laplacian Eigenmaps and Gaussian Mixture Model
Marine Bruneau
,
Thierry Mottet
,
Serge Moulin
,
Maël Kerbiriou
,
Franz Chouly
,
et al.
Computers in Biology and Medecine, 2018, 93, pp.66 - 74
Article dans une revue
hal-02378171v1
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An Alternating l1 approach to the compressed sensing problem
Stephane Chretien
2009
Pré-publication, Document de travail
hal-00469961v1
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