| Compressive statistical learning with random feature moments R Gribonval, G Blanchard, N Keriven, Y Traonmilin Mathematical Statistics and Learning 3 (2), 113-164, 2021 | 75 | 2021 |
| Compressive K-means N Keriven, N Tremblay, Y Traonmilin, R Gribonval 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 74 | 2017 |
| Stable recovery of low-dimensional cones in Hilbert spaces: One RIP to rule them all Y Traonmilin, R Gribonval Applied and Computational Harmonic Analysis 45 (1), 170-205, 2018 | 58 | 2018 |
| The basins of attraction of the global minimizers of the non-convex sparse spike estimation problem Y Traonmilin, JF Aujol Inverse Problems 36 (4), 045003, 2020 | 34 | 2020 |
| Projected gradient descent for non-convex sparse spike estimation Y Traonmilin, JF Aujol, A Leclaire IEEE Signal Processing Letters 27, 1110-1114, 2020 | 23 | 2020 |
| Statistical learning guarantees for compressive clustering and compressive mixture modeling R Gribonval, G Blanchard, N Keriven, Y Traonmilin arXiv preprint arXiv:2004.08085, 2020 | 21 | 2020 |
| Kinematic Invariants Describinh Locally Coherent Events: An Efficient and Flexible Approach to Non-Linear Tomography JP Montel, N Deladerriere, P Guillaume, G Lambaré, T Prescott, JP Touré, ... 71st EAGE Conference and Exhibition-Workshops and Fieldtrips, cp-129-00094, 2009 | 20 | 2009 |
| Non-linear tomography for time imaging G Lambaré, N Deladerrière, Y Traonmilin, JP Touré, J Le Moigne, ... 71st EAGE Conference and Exhibition incorporating SPE EUROPEC 2009, cp-127-00379, 2009 | 16 | 2009 |
| Robust multi-image processing with optimal sparse regularization Y Traonmilin, S Ladjal, A Almansa Journal of Mathematical Imaging and Vision 51, 413-429, 2015 | 15 | 2015 |
| Adaptive noise attenuation D Le Meur, Y Traonmilin SEG International Exposition and Annual Meeting, SEG-2008-3667, 2008 | 15 | 2008 |
| Simultaneous high dynamic range and superresolution imaging without regularization Y Traonmilin, C Aguerrebere SIAM Journal on Imaging Sciences 7 (3), 1624-1644, 2014 | 14 | 2014 |
| Structurally consistent fx filtering Y Traonmilin, P Herrmann SEG International Exposition and Annual Meeting, SEG-2008-2642, 2008 | 14 | 2008 |
| Compressive learning for patch-based image denoising H Shi, Y Traonmilin, JF Aujol SIAM Journal on Imaging Sciences 15 (3), 1184-1212, 2022 | 13 | 2022 |
| Statics‐preserving projection filtering Y Traonmilin, N Gulunay Geophysical Prospecting 61, 346-351, 2013 | 10 | 2013 |
| Outlier removal power of the L1-norm super-resolution Y Traonmilin, S Ladjal, A Almansa Scale Space and Variational Methods in Computer Vision: 4th International …, 2013 | 10 | 2013 |
| On the amount of regularization for Super-Resolution interpolation Y Traonmilin, S Ladjal, A Almansa 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 10 | 2012 |
| Fast off-the-grid sparse recovery with over-parametrized projected gradient descent PJ Bénard, Y Traonmilin, JF Aujol 2022 30th european signal processing conference (eusipco), 2206-2210, 2022 | 9 | 2022 |
| Phase unmixing: Multichannel source separation with magnitude constraints A Deleforge, Y Traonmilin 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 9 | 2017 |
| A theory of optimal convex regularization for low-dimensional recovery Y Traonmilin, R Gribonval, S Vaiter Information and Inference: A Journal of the IMA 13 (2), iaae013, 2024 | 8 | 2024 |
| Multi-dip Estimation in n Dimensions Y Traonmilin, G Lambaré, P Herrmann, N Deladerriere, K Garceran 71st EAGE Conference and Exhibition incorporating SPE EUROPEC 2009, cp-127-00058, 2009 | 8 | 2009 |
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
