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Carlos Fernandez-Granda

Assistant Professor of Data Science

    20092019
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    Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

    • 1 Similar Profiles
    Super-resolution Mathematics
    Point Source Mathematics
    Convex optimization Engineering & Materials Science
    Convex Programming Mathematics
    Sampling Theorem Mathematics
    Spike Mathematics
    Recovery Engineering & Materials Science
    Deconvolution Mathematics

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    Research Output 2009 2019

    • 7 Conference contribution
    • 6 Article

    A Learning-based Framework for Line-spectra Super-resolution

    Izacard, G., Bernstein, B. & Fernandez-Granda, C., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3632-3636 5 p. 8682882. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Impulse noise
    Neural networks
    Experiments

    Deconvolution of Point Sources: A Sampling Theorem and Robustness Guarantees

    Bernstein, B. & Fernandez-Granda, C., Jan 1 2018, (Accepted/In press) In : Communications on Pure and Applied Mathematics.

    Research output: Contribution to journalArticle

    Sampling Theorem
    Geophysics
    Additive noise
    Convex optimization
    Deconvolution

    Demixing sines and spikes: Robust spectral super-resolution in the presence of outliers

    Fernandez-Granda, C., Tang, G., Wang, X. & Zheng, L., Jan 1 2018, In : Information and Inference. 7, 1, p. 105-168 64 p.

    Research output: Contribution to journalArticle

    Open Access
    Super-resolution
    Spike
    Outlier
    Line
    Convex Program

    Multicompartment magnetic resonance fingerprinting

    Tang, S., Fernandez-Granda, C., Lannuzel, S., Bernstein, B., Lattanzi, R., Cloos, M., Knoll, F. & Asslander, J., Jul 24 2018, In : Inverse Problems. 34, 9, 094005.

    Research output: Contribution to journalArticle

    Fingerprinting
    Magnetic Resonance
    Magnetic resonance
    Voxel
    Tissue

    A sampling theorem for deconvolution of point sources

    Bernstein, B. & Fernandez-Granda, C., Sep 1 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 60-63 4 p. 8024426

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sampling Theorem
    Deconvolution
    Point Source
    Convolution
    Sampling