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A Bayesian non parametric approach to learn dictionaries with adapted numbers of atoms.

, and . MLSP, page 1-6. IEEE, (2015)

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Indian Buffet process dictionary learning for image inpainting., and . SSP, page 1-5. IEEE, (2016)Parameter-free Small Variance Asymptotics for Dictionary Learning., and . EUSIPCO, page 1-5. IEEE, (2019)Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces., , , and . EUSIPCO, page 2056-2060. IEEE, (2022)Indian Buffet Process dictionary learning: Algorithms and applications to image processing., and . Int. J. Approx. Reason., (2017)Approches bayésiennes non paramétriques et apprentissage de dictionnaire pour les problèmes inverses en traitement d'image. (Bayesian nonparametric approaches and dictionary learning for inverse problems in image processing).. École centrale de Lille, France, (2016)Small variance asymptotics and bayesian nonparametrics for dictionary learning., , and . EUSIPCO, page 1607-1611. IEEE, (2018)Region-free Safe Screening Tests for $\ell_1$-penalized Convex Problems., , and . EUSIPCO, page 2061-2065. IEEE, (2022)Data-Driven Parameter Choice for Illumination Artifact Correction of Digital Images., , and . IEEE Signal Process. Lett., (2021)A Bayesian non parametric approach to learn dictionaries with adapted numbers of atoms., and . MLSP, page 1-6. IEEE, (2015)Towards Dictionaries of Optimal Size: A Bayesian Non Parametric Approach., and . J. Signal Process. Syst., 90 (2): 221-232 (2018)