Cédric Févotte

Employment

• CNRS Délégation Midi-Pyrénées
  2016 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• PDRs4All
  Amélie Canin, Cédric Févotte, Nicolas Dobigeon +3 more
  Astronomy & Astrophysics 2026 DOI: 10.1051/0004-6361/202558120
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• Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence
  Signal Processing 2023 DOI: 10.1016/j.sigpro.2023.109048
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• Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence
  IEEE Transactions on Signal Processing 2023 DOI: 10.1109/TSP.2023.3266939
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• Sphere Refinement in Gap Safe Screening
  IEEE Signal Processing Letters 2023 DOI: 10.1109/LSP.2023.3277792
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• A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization
  IEEE Signal Processing Letters 2022 DOI: 10.1109/LSP.2022.3187368
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• Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval
  IEEE Signal Processing Letters 2022 DOI: 10.1109/LSP.2022.3189275
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• Leveraging Joint-Diagonalization in Transform-Learning NMF
  IEEE Transactions on Signal Processing 2022 DOI: 10.1109/TSP.2022.3188177
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• Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery
  IEEE Journal of Selected Topics in Signal Processing 2021 DOI: 10.1109/JSTSP.2021.3051870
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• A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization
  IEEE Transactions on Signal Processing 2021 DOI: 10.1109/TSP.2021.3060000
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• Adversarially-Trained Nonnegative Matrix Factorization
  IEEE Signal Processing Letters 2021 DOI: 10.1109/LSP.2021.3092231
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• Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization
  IEEE Transactions on Signal Processing 2021 DOI: 10.1109/TSP.2021.3071293
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• Negative Binomial Matrix Factorization
  IEEE Signal Processing Letters 2020 DOI: 10.1109/LSP.2020.2991613
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• On the Identifiability of Transform Learning for Non-Negative Matrix Factorization
  IEEE Signal Processing Letters 2020 DOI: 10.1109/LSP.2020.3020431
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• Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise
  IEEE Transactions on Medical Imaging 2019 DOI: 10.1109/TMI.2019.2906828
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• Estimation With Low-Rank Time–Frequency Synthesis Models
  IEEE Transactions on Signal Processing 2018 DOI: 10.1109/TSP.2018.2844159
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