| Sparse and stable Markowitz portfolios J Brodie, I Daubechies, C De Mol, D Giannone, I Loris Proceedings of the National Academy of Sciences 106 (30), 12267-12272, 2009 | 617 | 2009 |
| Accelerated projected gradient method for linear inverse problems with sparsity constraints I Daubechies, M Fornasier, I Loris journal of fourier analysis and applications 14, 764-792, 2008 | 345 | 2008 |
| Tomographic inversion using ℓ1-norm regularization of wavelet coefficients I Loris, G Nolet, I Daubechies, FA Dahlen Geophysical Journal International 170 (1), 359-370, 2007 | 198 | 2007 |
| On a generalization of the iterative soft-thresholding algorithm for the case of non-separable penalty I Loris, C Verhoeven Inverse Problems 27 (12), 125007, 2011 | 159 | 2011 |
| Solving or resolving global tomographic models with spherical wavelets, and the scale and sparsity of seismic heterogeneity FJ Simons, I Loris, G Nolet, IC Daubechies, S Voronin, JS Judd, PA Vetter, ... Geophysical Journal International 187 (2), 969-988, 2011 | 118 | 2011 |
| On a direct bilinearization method: Kaup's higher-order water wave equation as a modified nonlocal Boussinesq equation F Lambert, I Loris, J Springael, R Willer Journal of Physics A: Mathematical and General 27 (15), 5325, 1994 | 103 | 1994 |
| Variable metric inexact line-search-based methods for nonsmooth optimization S Bonettini, I Loris, F Porta, M Prato SIAM journal on optimization 26 (2), 891-921, 2016 | 100 | 2016 |
| On the performance of algorithms for the minimization of ℓ1-penalized functionals I Loris Inverse Problems 25 (3), 035008, 2009 | 95 | 2009 |
| Classical Darboux transformations and the KP hierarchy F Lambert, I Loris, J Springael Inverse Problems 17 (4), 1067, 2001 | 89 | 2001 |
| On the convergence of a linesearch based proximal-gradient method for nonconvex optimization S Bonettini, I Loris, F Porta, M Prato, S Rebegoldi Inverse Problems 33 (5), 055005, 2017 | 81 | 2017 |
| Accelerating gradient projection methods for ℓ1-constrained signal recovery by steplength selection rules I Loris, M Bertero, C De Mol, R Zanella, L Zanni Applied and Computational Harmonic Analysis 27 (2), 247-254, 2009 | 80 | 2009 |
| Nonlinear regularization techniques for seismic tomography I Loris, H Douma, G Nolet, I Daubechies, C Regone Journal of Computational Physics 229 (3), 890-905, 2010 | 67 | 2010 |
| Symmetry reductions of the BKP hierarchy I Loris, R Willox Journal of Mathematical Physics 40 (3), 1420-1431, 1999 | 55 | 1999 |
| On reduced CKP equations I Loris Inverse Problems 15 (4), 1099, 1999 | 48 | 1999 |
| Global seismic tomography with sparsity constraints: Comparison with smoothing and damping regularization J Charlety, S Voronin, G Nolet, I Loris, FJ Simons, K Sigloch, ... Journal of Geophysical Research: Solid Earth 118 (9), 4887-4899, 2013 | 46 | 2013 |
| Bilinear form and solutions of the k-constrained Kadomtsev-Petviashvili hierarchy I Loris, R Willox Inverse Problems 13 (2), 411, 1997 | 36 | 1997 |
| Wavelets and wavelet-like transforms on the sphere and their application to geophysical data inversion FJ Simons, I Loris, E Brevdo, IC Daubechies Wavelets and Sparsity XIV 8138, 224-238, 2011 | 34 | 2011 |
| Binary Darboux transformations for constrained KP hierarchies R Willox, I Loris, CR Gilson Inverse problems 13 (3), 849, 1997 | 30 | 1997 |
| L1Packv2: A Mathematica package for minimizing an ℓ1-penalized functional I Loris Computer physics communications 179 (12), 895-902, 2008 | 29 | 2008 |
| KP symmetry reductions and a generalized constraint I Loris, R Willox Journal of Physics A: Mathematical and General 30 (19), 6925, 1997 | 24 | 1997 |
