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Category: Publications

All CosmoStat publications

Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset
Machine Learning Publications Publications publications_COSMIC publications_jls publications_zr Statistical Methods Publications

Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset

November 19, 2020 Jean-Luc Starck

  The MRI reconstruction field lacked a proper data set that allowed for reproducible…

Post read time 38 sec read
Benchmarking proximal methods acceleration enhancements for CS-acquired MR image analysis reconstruction
Publications publications_COSMIC publications_jls publications_zr Statistical Methods Publications

Benchmarking proximal methods acceleration enhancements for CS-acquired MR image analysis reconstruction

November 19, 2020November 19, 2020 Jean-Luc Starck

Reference:  Z. Ramzi, P. Ciuciu and J.-L. Starck. “Benchmarking proximal methods acceleration enhancements for CS-acquired MR image…

Post read time 6 sec read
Euclid: impact of nonlinear prescriptions on cosmological parameter estimation from weak lensing cosmic shear
Cosmology DE&MG Publications Education Galaxy clustering Publications publications_Euclid publications_sc

Euclid: impact of nonlinear prescriptions on cosmological parameter estimation from weak lensing cosmic shear

October 23, 2020November 22, 2020 Jean-Luc Starck

  Authors: Martinelli, M.;Tutusaus, I.;Archidiacono, M.;Camera, S.;Cardone, V. F.;Clesse, S.;Casas, S.;Casarini, L.;Mota, D. F.;Hoekstra,…

Post read time 1 min read
Euclid preparation: VII. Forecast validation for Euclid cosmological probes
Cosmology Galaxy clustering Publications publications_Euclid publications_sc publications_vp Research Highlights Weak Lensing Publications

Euclid preparation: VII. Forecast validation for Euclid cosmological probes

October 20, 2020November 22, 2020 Jean-Luc Starck

  Authors: Euclid Collaboration;Blanchard, A.;Camera, S.;Carbone, C.;Cardone, V. F.;Casas, S.;Clesse, S.;Ilić, S.;Kilbinger, M.;Kitching, T.;Kunz,…

Post read time 1 min read
Recovery of 21-cm intensity maps with sparse component separation
Publications publications_ic publications_jb publications_LENA

Recovery of 21-cm intensity maps with sparse component separation

October 15, 2020October 15, 2020 Jean-Luc Starck

  Authors: I.P. Carucci, M.O. Irfan, J.Bobin Journal: MNRAS Year: 2020 Download: ADS | arXiv…

Post read time 1 min read
Semi-supervised dictionary learning with graph regularization and active points
Machine Learning Publications Publications publications_fn publications_jls Signal Processing Statistical Methods Publications

Semi-supervised dictionary learning with graph regularization and active points

September 28, 2020January 4, 2021 Jean-Luc Starck

  Authors: Khanh-Hung Tran,  Fred-Maurice Ngole-Mboula, J-L. Starck Journal: SIAM Journal on Imaging Sciences…

PSFPost read time 46 sec read
Deep Learning for space-variant deconvolution in galaxy surveys
Galaxies Publications Machine Learning Publications PSF Publications Publications publications_jls Statistical Methods Publications

Deep Learning for space-variant deconvolution in galaxy surveys

September 28, 2020November 19, 2020 Jean-Luc Starck

  Authors: Florent Sureau, Alexis Lechat, J-L. Starck Journal: Astronomy and Astrophysics Year: 2020…

PSFPost read time 1 min read
Hybrid Pℓ(k): general, unified, non-linear matter power spectrum in redshift space
Cosmology DE&MG Publications Galaxy clustering Publications publications_sc

Hybrid Pℓ(k): general, unified, non-linear matter power spectrum in redshift space

September 1, 2020November 22, 2020 Jean-Luc Starck

  Authors: Bose, Benjamin;Winther, Hans A.;Pourtsidou, Alkistis;Casas, Santiago;Lombriser, Lucas;Xia, Qianli;Cataneo, Matteo Journal: Journal of…

cosmology, EuclidPost read time 1 min read
Euclid: Forecast constraints on the cosmic distance duality relation with complementary external probes
Cosmology Publications publications_Euclid publications_sc Supernovae Publications

Euclid: Forecast constraints on the cosmic distance duality relation with complementary external probes

July 20, 2020November 22, 2020 Jean-Luc Starck

  Authors: Martinelli, M.;Martins, C. J. A. P.;Nesseris, S.;Sapone, D.;Tutusaus, I.;Avgoustidis, A.;Camera, S.;Carbone, C.;Casas,…

cosmology, EuclidPost read time 1 min read
PySAP: Python Sparse Data Analysis Package for Multidisciplinary Image Processing
News Publications publications_COSMIC publications_jls publications_sf publications_zr

PySAP: Python Sparse Data Analysis Package for Multidisciplinary Image Processing

June 30, 2020July 3, 2020 Samuel Farrens

  Authors: S. Farrens, A. Grigis, L. El Gueddari, Z. Ramzi, Chaithya G. R.,…

PSFPost read time 33 sec read

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