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hal-01329195v2  Journal articles
Nicolas KerivenAnthony BourrierRémi GribonvalPatrick Pérez. Sketching for Large-Scale Learning of Mixture Models
Information and Inference, Oxford University Press (OUP), 2018, 7 (3), pp.447-508. ⟨10.1093/imaiai/iax015⟩
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hal-01736997v1  Conference papers
Marion FoareNelly PustelnikLaurent Condat. A new proximal method for joint image restoration and edge detection with the Mumford-Shah model
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada
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hal-01840082v1  Conference papers
Irène GannazSophie AchardMarianne ClauselFrançois Roueff. Ondelettes analytiques, application à l'analyse des processus multivariés à longue mémoire
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
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hal-01599010v4  Journal articles
Kévin PolisanoLaurent CondatMarianne ClauselValérie Perrier. A convex approach to superresolution and regularization of lines in images
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2019, 12 (1), pp.211-258. ⟨10.1137/18M118116X⟩
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hal-01618447v1  Conference papers
Irène GannazSophie AchardMarianne ClauselFrançois Roueff. Analytic wavelets for multivariate time series analysis
SPIE Optical Engineering + Applications, Aug 2017, San Diego, Californie, United States. pp.1-8, ⟨10.1117/12.2272928⟩
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hal-01570978v3  Journal articles
Kévin PolisanoMarianne ClauselValérie PerrierLaurent Condat. Riesz-based orientation of localizable Gaussian fields
Applied and Computational Harmonic Analysis, Elsevier, 2021, 50, pp.353-385. ⟨10.1016/j.acha.2019.08.007⟩
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hal-01782346v4  Journal articles
Marion FoareNelly PustelnikLaurent Condat. Semi-Linearized Proximal Alternating Minimization for a Discrete Mumford-Shah Model
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2019, pp.1-13. ⟨10.1109/TIP.2019.2944561⟩
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hal-03215200v1  Conference papers
Benoit KuglerFlorence ForbesS. DoutéMichel Gay. Efficient Bayesian data assimilation via inverse regression
SFdS 2020 - 52èmes Journées de Statistiques de la Société Française de Statistique, Jun 2021, Nice, France. pp.1-6
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hal-01544609v5  Journal articles
Rémi GribonvalGilles BlanchardNicolas KerivenYann Traonmilin. Compressive Statistical Learning with Random Feature Moments
Mathematical Statistics and Learning, EMS Publishing House, 2021, 3 (2), pp.113-164. ⟨10.4171/msl/20⟩