Ondřej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte. Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. Signal Processing, 2023. ⟨hal-03708613v2⟩

Yanna Cruz Cavalcanti, Thomas Oberlin, Vinicius Ferraris, Nicolas Dobigeon, Maria Ribeiro, et al.. Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images. Medical Image Analysis, 2023, 84, pp.102689. ⟨10.1016/j.media.2022.102689⟩. ⟨hal-03928633⟩

Felipe Tobar, Elsa Cazelles, Taco de Wolff. Computationally-efficient initialisation of GPs: The generalised variogram method. 2023. ⟨hal-03814966v2⟩

Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte. Sphere Refinement in Gap Safe Screening. 2022. ⟨hal-03891840⟩

Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon. Informed spatial regularizations for fast fusion of astronomical images. IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. pp.1-5. ⟨hal-03724654⟩

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte. Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $\beta$-divergence. 2022. ⟨hal-03799264⟩

Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais. Sliced-Wasserstein normalizing flows: beyond maximum likelihood training. 30th European Symposium on Artificial Neural Networks (ESANN 2022), Oct 2022, Bruges, Belgium. ⟨10.48550/arXiv.2207.05468⟩. ⟨hal-03720995⟩

Nathanaël Munier, Emmanuel Soubies, Pierre Weiss. The MLE is a reliable source: sharp performance guarantees for localization problems. 2022. ⟨hal-03811028⟩

Taner Ince, Nicolas Dobigeon. Fast Hyperspectral Unmixing Using a Multiscale Sparse Regularization. IEEE Geoscience and Remote Sensing Letters, 2022, 19, pp.1-5. ⟨10.1109/LGRS.2022.3217872⟩. ⟨hal-03928639⟩

Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais. Learning optimal transport between two empirical distributions with normalizing flows. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2022), Sep 2022, Grenoble, France. ⟨10.48550/arXiv.2207.01246⟩. ⟨hal-03713840⟩