- M.A. Schmitz, J.-L. Starck and F.M. Ngolè, "Euclid Point Spread Function field recovery through interpolation on a Graph Laplacian", submitted, 2018.
- F. Voigtlaender, , F. Sureau, M. Wust, J.-L, Starck and G. Kutyniok., "Learning sparse representations on the sphere", submitted, 2018.
- J. N. Girard, M. Jiang, J.-L. Starck, and S. Corbel, "Sparse spatio-temporal imaging of radio transients", submitted, 2018.
- R. Joseph, F. Courbin and J.-L. Starck, "Sparse Lens Inversion Technique (SLIT): lens and source separability from linear inversion of the source reconstruction problem", submitted, 2018.
- A. Peel, V. Pettorino, Carlo Giocoli, J.-L. Starck and M. Baldi, "Breaking degeneracies in modified gravity with higher (than 2nd) order weak-lensing statistics", in press, 2018.
- N. Jeffrey, F. B. Abdalla, O. Lahav, F. Lanusse, J.-L. Starck, A. Leonard, Improving Weak Lensing Mass Map Reconstructions using Gaussian and Sparsity Priors: Application to DES SV, Monthly Notices of the Royal Astronomical Society, 479, 3, pp 2871-2888, 2018.DOI: 10.1093/mnras/sty1252
- M. A. Schmitz, M. Heitz, N. Bonneel, F.M. Ngolè, D. Coeurjolly, M. Cuturi, G. Peyre, and J.-L. Starck, "Wasserstein Dictionary Learning:Optimal Transport-based unsupervised representation learning", SIAM Journal on Imaging Sciences, 11(1), 643–678, 2018. https://doi.org/10.1137/17M1140431.
- J.-L. Starck, "Astrophysique : les quatre défis du Big Data", Statistique et société, Vol. 5, N° 2 octobre 2017.
- F. Acero et al, "French SKA White Book - The French Community towards the Square Kilometre Array", arXiv:1712.06950, 2017.
- A. Peel, F. Lanusse and J.-L. Starck, "Sparse reconstruction of the merging A520 cluster system", Astrophysical Journal, 847, 1, article id. 23, pp13, 2017. DOI: 10.3847/1538-4357/aa850d
- M. Jiang, J. Bobin and J.-L. Starck, "Joint Multichannel Deconvolution and Blind Source Separation", SIAM Journal on Imaging Sciences, 10, 4, pp. 1997-2021, 2017. https://doi.org/10.1137/16M1103713
- F.M. Ngolè Mboula, and J.-L. Starck, "PSFs field learning based on Optimal Transport distances", SIAM Journal on Imaging Sciences, 10, 3, pp. 979-1004, 2017. DOI: 10.1137/16M1093677.
- S. Farrens, J.-L. Starck and F.M. Ngolè Mboula "Space variant deconvolution of galaxy survey images", Astronomy and Astrophysics, 601, id.A66, 12 pp, 2017. DOI 10.1137/16M1103713
- A. Peel, C.-A. Lin, F. Lanusse, A. Leonard, J.-L. Starck, and M. Kilbinger, "Cosmological constraints with weak lensing peak counts and second-order statistics in a large-field survey", Astronomy and Astrophysics, 599, id.A79. pp2, 2017.