All Publications

Pages

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. • 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)
6. • 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)
7. • 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)
8. • 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)
9. • 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)
10. • 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)
11. • 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)
12. • 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
13. • 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)
14. • 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
15. • 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
16. • 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)
17. • 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)
18. • Journal article

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    Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine

    Jacques, Laurent[UCL] Hammond K., David M. J., Fadili (2011) IEEE Transactions on Information Theory — Vol. 57, no. 1, p. 559 - 571 (2011)
19. • Journal article

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    A Quantized Johnson Lindenstrauss Lemma: The Finding of Buffon's Needle

    Jacques, Laurent[UCL] (2015) IEEE Transactions on Information Theory — Vol. 66, no.9, p. 5012 - 5027 (Sept. 2015)
20. • Speech

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    TV−l2 Refractive Index Map Reconstruction from Polar Domain Deflectometry

    Gonzalez Gonzalez, Adriana[UCL] Jacques, Laurent[UCL] Antoine, Philippe[UCL] (2012) Workshop: 1st international Traveling Workshop for Interacting Sparse models and Technology — Marseille, France
21. • Journal article

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    The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability

    Afshari, Hossein Jacques, Laurent Bagnato, Luigi Schmid, Alexandre Vandergheynst, Pierre Leblebici, Yusuf (2012) Journal of Signal Processing Systems — Vol. 70, no.3, p. 305-328 (2012)
22. • Journal article

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    Stereographic wavelet frames on the sphere

    Bogdanova, Iva Vandergheynst, Pierre Antoine, Jean-Pierre[UCL] Jacques, Laurent[UCL] Morvidone, Marcella[UCL] (2005) Applied and Computational Harmonic Analysis — Vol. 19, no. 2, p. 223-252 (2005)
23. • Speech

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    Measuring a curvature radius with directional wavelets

    Antoine, Jean-Pierre[UCL] Jacques, Laurent[UCL] (2003) 24th International Colloquium on Group Theoretical Methods in Physics — Paris(France)
24. • Speech

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    Small features in the EIT-SoHO images

    Hochedez, J-F. Jacques, Laurent[UCL] Zhukov, A. Clette, F. Antoine, Jean-Pierre[UCL] (2002) Proc. SOHO-11 Conference 'From Solar Min to Max: Half a Solar Cycle with SOHO' — Davos, CH
25. • Journal article

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    Fast spin +-2 spherical harmonics transforms

    Wiaux, Yves[UCL] Jacques, Laurent[UCL] Vandergheynst, P. (2005) Journal of Computational Physics — Vol. 226, p. 2359-2371 (2007)

Pages