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Detecting the Rank of a Symmetric Tensor

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5
Communication dans un congrès hal-02284991v1
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Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise

 Arthur Marmin , Anna Jezierska , Marc Castella , Jean-Christophe Pesquet
IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩
Article dans une revue hal-02877910v1
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A moment-based approach for guaranteed tensor decomposition

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩
Communication dans un congrès hal-02654329v1
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Sparse signal reconstruction for nonlinear models via piecewise rational optimization

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval
Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩
Article dans une revue hal-02972442v2
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Signal reconstruction from sub-sampled and nonlinearly distorted observations

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval
EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩
Communication dans un congrès hal-01957568v1
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Weight identification through global optimization in a new hysteretic neural network model

 Elie Leroy , Arthur Marmin , Marc Castella , Laurent Duval
ICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩
Communication dans un congrès hal-03227078v1
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Sparse signal reconstruction with a sign oracle

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France
Communication dans un congrès hal-02196881v1
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Robust reconstruction with nonconvex subset constraints

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
MLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩
Communication dans un congrès hal-02977062v1
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Globally optimizing owing to tensor decomposition

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩
Communication dans un congrès hal-03040027v1
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How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization

 Arthur Marmin , Marc Castella , Jean-Christophe Pesquet
ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩
Communication dans un congrès hal-02196878v1
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Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization

 Marc Castella , Jean-Christophe Pesquet , Arthur Marmin
IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩
Article dans une revue hal-01852289v2
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Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $\beta$-divergence

 Arthur Marmin , José Henrique de M Goulart , Cédric Févotte
Signal Processing, In press, 209, pp.109048. ⟨10.1016/j.sigpro.2023.109048⟩
Article dans une revue hal-03799284v1
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