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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⟩
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⟩
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⟩
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⟩
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⟩