Faster and better sparse blind source separation through mini-batch optimization
Sparse Blind Source Separation (sBSS) plays a key role in scientific domains as different…
Category: publications_jb
J. Bobin’s publications
Recovery of 21-cm intensity maps with sparse component separation
Authors: I.P. Carucci, M.O. Irfan, J.Bobin Journal: MNRAS Year: 2020 Download: ADS | arXiv…
Determining thermal dust emission from Planck HFI data using a sparse, parametric technique
Authors: M.O. Irfan, J.Bobin, M-A.Miville-Deschenes, I.Grenier Journal: A&A Year: 2018 Download: ADS | arXiv…
A highly precise shape-noise-free shear bias estimator
Authors: A. Pujol, M. Kilbinger, F. Sureau & J. Bobin Journal: Year:…
Sparse estimation of model-based diffuse thermal dust emission
Authors: M.O. Irfan, J.Bobin Journal: MNRAS Year: 2017 Download: ADS | arXiv Abstract Component…
Shear measurement bias: dependencies on methods, simulation parameters and measured parameters
Authors: A. Pujol, F. Sureau, J. Bobin et al. Journal: A&A Year: 06/2017 Download:…
Unsupervised feature learning for galaxy SEDs with denoising autoencoders
Authors: Frontera-Pons, J., Sureau, F., Bobin, J. and Le Floc'h E. Journal: Astronomy…
Joint Multichannel Deconvolution and Blind Source Separation
Authors: M. Jiang, J. Bobin, J-L. Starck Journal: SIAM J. Imaging Sci. Year:…
Blind separation of sparse sources in the presence of outliers
Authors: C.Chenot, J.Bobin Journal: Signal Processing, Elsevier Year: 2016 Download: Elsevier / Preprint …
CMB reconstruction from the WMAP and Planck PR2 data
Authors: J. Bobin, F. Sureau and J. -L. Starck Journal: A&A Year: 2015…