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1. • Journal article

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   Compressed sensing imaging techniques for radio interferometry

   Wiaux, Yves[UCL] Jacques, Laurent[UCL] Puy, G. Scaife, A. M. M. Vandergheynst, P. (2009) Royal Astronomical Society. Monthly Notices — Vol. 395, no. 3, p. 1733-1742 (2009)
2. • Journal article

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   A short note on compressed sensing with partially known signal support

   Jacques, Laurent[UCL] (2010) Signal Processing — Vol. 90, no. 12, p. 3308-3312 (2010)
3. • Dissertation

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   Ondelettes, repères et couronne solaire

   Jacques, Laurent (2004)
4. • Journal article

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   Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference

   Benjilali, Wissam Guicquero, William Jacques, Laurent[UCL] Sicard, Gilles (2020) IEEE Transactions on Circuits and Systems I: Regular Papers — Vol. 67, no.4, p. 1218-1231 (2020)
5. • Speech

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   When compressive learning fails: blame the decoder or the sketch?

   Schellekens, Vincent[UCL] Jacques, Laurent[UCL] (2020) iTWIST'20 — Nantes, France
6. • Speech

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   Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements

   Monnoyer de Galland de Carnières, Gilles[UCL] Feuillen, Thomas[UCL] Vandendorpe, Luc[UCL] Jacques, Laurent[UCL] (2021) IEEE Radar Conference (RadarConf 2021) — Virtual
7. • Speech

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   Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars

   Monnoyer de Galland de Carnières, Gilles[UCL] Feuillen, Thomas[UCL] Jacques, Laurent[UCL] Vandendorpe, Luc[UCL] (2021) ICASSP 2021 — Toronto, Ontario, Canada
8. • Speech

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   Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware

   Benjilali, Wissam Guicquero, William Jacques, Laurent[UCL] Sicard, Gilles (2019) 2019 53rd Asilomar Conference on Signals, Systems, and Computers — Pacific Grove, CA, USA
9. • Speech

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   Morphological components analysis for circumstellar disks imaging

   Pairet, Benoît[UCL] Cantalloube, Faustine Jacques, Laurent[UCL] (2020) iTWIST'20 — Nantes, France
10. • Speech

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    One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing

    Feuillen, Thomas[UCL] Davies, Mike Vandendorpe, Luc[UCL] Jacques, Laurent[UCL] (2020) iTWIST'20 — Nantes, France
11. • Speech

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    Factorization over interpolation: A fast continuous orthogonal matching pursuit

    Monnoyer de Galland de Carnières, Gilles[UCL] Vandendorpe, Luc[UCL] Jacques, Laurent[UCL] (2020) iTWIST'20 — Nantes, France
12. • Journal article

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    (l_1,l_2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements

    Feuillen, Thomas[UCL] Davies, Mike E. Vandendorpe, Luc[UCL] Jacques, Laurent[UCL] (2020) IEEE Signal Processing Letters — Vol. 27, no.27, p. 396-400 (2020)
13. • Journal article

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    Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis

    Moshtaghpour, Amirafshar[UCL] Bioucas-Dias, Jose M. Jacques, Laurent[UCL] (2020) IEEE Transactions on Information Theory — Vol. 66, no. 11, p. 7253 - 7273 (2020)
14. • Journal article

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    Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines

    Schellekens, Vincent[UCL] Jacques, Laurent[UCL] (2021) Information and Inference: A Journal of the IMA — (2021)
15. • Journal article

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    Compressive learning with privacy guarantees

    Chatalic, Antoine Schellekens, Vincent[UCL] Houssiau, Florimon de Montjoye, Yves-Alexandre Jacques, Laurent[UCL] Gribonval, Rémi (2021) Information and Inference: A Journal of the IMA — (2021)
16. • Journal article

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    The Importance of Phase in Complex Compressive Sensing

    Jacques, Laurent[UCL] Feuillen, Thomas[UCL] (2021) IEEE Transactions on Information Theory — Vol. 67, no.6, p. 4150-4161 (2021)
17. • Journal article

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    MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared

    Pairet, Benoît[UCLouvain] Cantalloube, Faustine Jacques, Laurent[UCL] (2021) Monthly Notices of the Royal Astronomical Society — Vol. 503, no.3, p. 3724-3742 (2021)
18. • Journal article

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    Sketching Data Sets for Large-Scale Learning: Keeping only what you need

    Gribonval, Remi Chatalic, Antoine Keriven, Nicolas Schellekens, Vincent[UCL] Jacques, Laurent[UCL] Schniter, Philip (2021) IEEE Signal Processing Magazine — Vol. 38, no.5, p. 12-36 (2021)
19. • Speech

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    Compressive Hyperspectral Imaging by Out-of-Focus Modulations and Fabry-Pérot Spectral Filters

    Degraux, Kévin[UCL] Cambareri, Valerio Geelen, Bert Jacques, Laurent[UCL] Lafruit, Gauthier Setti, Gianluca (2014) international Traveling Workshop on Interactions between Sparse models and Technology (iTWIST) — Namur, Belgium
20. • Speech

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    Signal processing after quadratic random sketching with optical units

    Delogne, Rémi[UCL] Schellekens, Vincent[UCL] Daudet, Laurent Jacques, Laurent[UCL] (2023) First International Symposium on Computational Sensing (ISCS23) — Luxembourg
21. • Journal article

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    Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches

    Schellekens, Vincent[UCL] Jacques, Laurent[UCL] (2022) IEEE Transactions on Signal Processing — Vol. 70, no.1, p. 1348-1360 (2022)
22. • Speech

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    Signal Processing with Optical Quadratic Random Sketches

    Delogne, Rémi[UCL] Schellekens, Vincent Daudet, Laurent Jacques, Laurent[UCL] (2023) ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) — Rhodes Island, Greece
23. • Speech

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    Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging

    Vary, Simon[UCL] Daglayan Sevim, Hazan[UCL] Jacques, Laurent[UCL] Absil, Pierre-Antoine[UCL] (2023) ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) — Rhodes Island, Greece
24. • Journal article

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    The Separation Capacity of Random Neural Networks

    Dirksen, Sjoerd Genzel, Martin Stollenwerk, Alexander[UCL] Jacques, Laurent[UCL] (2022) Journal of Machine Learning Research — Vol. 23, no.209, p. 1--47 (2022)
25. • Journal article

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    Compressive Imaging Through Optical Fiber with Partial Speckle Scanning

    Guérit, Stéphanie[UCL] Sivankutty, Siddharth Lee, John Aldo[UCL] Rigneault, Hervé Jacques, Laurent[UCL] (2022) SIAM Journal on Imaging Sciences — Vol. 15, no.2, p. 387-423 (2022)

Pages