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Marc Castella

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Books and Theses

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2004
[b1]
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Marc Castella:
Séparation de sources non linéaires dans le cas des mélanges convolutifs. (Separation of non linear sources in the convolutive case). University of Marne-la-Vallée, Marne la Vallée, France, 2004

Journal Articles

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2024
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Marc Castella:
Unsupervised Linear Component Analysis for a Class of Probability Mixture Models. IEEE Signal Process. Lett. 31: 31-35 (2024)
2023
[j12]
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Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet:
Neural Speed-Torque Estimator for Induction Motors in the Presence of Measurement Noise. IEEE Trans. Ind. Electron. 70(1): 167-177 (2023)
2021
[j11]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval:
Sparse signal reconstruction for nonlinear models via piecewise rational optimization. Signal Process. 179: 107835 (2021)
2020
[j10]
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Arthur Marmin, Anna Jezierska, Marc Castella, Jean-Christophe Pesquet:
Global Optimization for Recovery of Clipped Signals Corrupted With Poisson-Gaussian Noise. IEEE Signal Process. Lett. 27: 970-974 (2020)
2019
[j9]
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Marc Castella, Jean-Christophe Pesquet, Arthur Marmin:
Rational Optimization for Nonlinear Reconstruction With Approximate ℓ₀ Penalization. IEEE Trans. Signal Process. 67(6): 1407-1417 (2019)
2016
[j8]
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Jean Pierre Delmas, Mohammed Nabil El Korso, Houcem Gazzah, Marc Castella:
CRB analysis of planar antenna arrays for optimizing near-field source localization. Signal Process. 127: 117-134 (2016)
2013
[j7]
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Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski:
Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods. EURASIP J. Adv. Signal Process. 2013: 62 (2013)
2012
[j6]
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Marc Castella, Eric Moreau:
New Kurtosis Optimization Schemes for MISO Equalization. IEEE Trans. Signal Process. 60(3): 1319-1330 (2012)
2010
[j5]
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Rémi Dubroca, Christophe De Luigi, Marc Castella, Eric Moreau:
A general algebraic algorithm for blind extraction of one source in a MIMO convolutive mixture. IEEE Trans. Signal Process. 58(5): 2484-2493 (2010)
2009
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Marc Castella, Eric Moreau:
Generalized identifiability conditions for blind convolutive MIMO separation. IEEE Trans. Signal Process. 57(7): 2846-2852 (2009)
2007
[j3]
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Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet:
Quadratic Higher Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources. IEEE Trans. Signal Process. 55(1): 218-232 (2007)
2006
[j2]
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Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet:
A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter. Signal Process. 86(8): 1950-1967 (2006)
2005
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Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu:
A family of frequency- and time-domain contrasts for blind separation of convolutive mixtures of temporally dependent signals. IEEE Trans. Signal Process. 53(1): 107-120 (2005)

Conference and Workshop Papers

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2021
[c24]
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Elie Leroy, Arthur Marmin, Marc Castella, Laurent Duval:
Weight Identification Through Global Optimization in a New Hysteretic Neural Network Model. ICASSP 2021: 5315-5319
2020
[c23]
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Sagar Verma, Nicolas Henwood, Marc Castella, François Malrait, Jean-Christophe Pesquet:
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection. AAAI 2020: 1387-1394
[c22]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet:
Globally Optimizing Owing to Tensor Decomposition. EUSIPCO 2020: 990-994
[c21]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet:
A Moment-Based Approach for Guaranteed Tensor Decomposition. ICASSP 2020: 3927-3931
[c20]
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Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet:
Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics. IECON 2020: 495-500
[c19]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet:
Robust Reconstruction with Nonconvex Subset Constraints: A Polynomial Optimization Approach. MLSP 2020: 1-6
2019
[c18]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet:
Detecting the Rank of a Symmetric Tensor. EUSIPCO 2019: 1-5
[c17]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet:
How to Globally Solve Non-convex Optimization Problems Involving an Approximate ℓ0 Penalization. ICASSP 2019: 5601-5605
2018
[c16]
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval:
Signal Reconstruction from Sub-sampled and Nonlinearly Distorted Observations. EUSIPCO 2018: 1970-1974
2017
[c15]
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Marc Castella, Jean-Christophe Pesquet:
A global optimization approach for rational sparsity promoting criteria. EUSIPCO 2017: 156-160
2015
[c14]
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Marc Castella, Jean-Christophe Pesquet:
Optimization of a Geman-McClure like criterion for sparse signal deconvolution. CAMSAP 2015: 309-312
2013
[c13]
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Irina Delia Nemoianu, Claudio Greco, Marc Castella, Béatrice Pesquet-Popescu, Marco Cagnazzo:
On a practical approach to source separation over finite fields for network coding applications. ICASSP 2013: 1335-1339
2011
[c12]
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Selwa Rafi, Marc Castella, Wojciech Pieczynski:
An extension of the ICA model using latent variables. ICASSP 2011: 3712-3715
2010
[c11]
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Marc Castella, Eric Moreau:
A new method for kurtosis maximization and source separation. ICASSP 2010: 2670-2673
2009
[c10]
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Marc Castella, Eric Moreau:
A new optimization method for reference-based quadratic contrast functions in a deflation scenario. ICASSP 2009: 3161-3164
[c9]
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Marc Castella, Eric Moreau:
Reference Based Contrast Functions in a Semi-blind Context. ICA 2009: 9-16
2007
[c8]
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Marc Castella, Pierre Comon:
Blind Separation of Instantaneous Mixtures of Dependent Sources. ICA 2007: 9-16
[c7]
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Marc Castella:
Exact Inversion of MIMO Nonlinear Polynomial Mixtures. ICASSP (3) 2007: 1429-1432
2006
[c6]
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Saloua Rhioui, Marc Castella, Eric Moreau:
Quadratic MIMO Contrast Functions for Blind Source Separation in a Convolutive Context. ICA 2006: 230-237
2005
[c5]
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Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet:
Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics. ICASSP (3) 2005: 569-572
2004
[c4]
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Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet:
Blind mimo detection of convolutively mixed CPM sources. EUSIPCO 2004: 165-168
[c3]
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Marc Castella, Jean-Christophe Pesquet:
An Iterative Blind Source Separation Method for Convolutive Mixtures of Images. ICA 2004: 922-929
[c2]
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Marc Castella, Eric Moreau, Jean-Christophe Pesquet:
A quadratic MISO contrast function for blind equalization. ICASSP (2) 2004: 681-684
2002
[c1]
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Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu:
New contrasts for blind separation of non iid sources in the convolutive case. EUSIPCO 2002: 1-4

Parts in Books or Collections

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2013
[p1]
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Marc Castella, Eric Moreau, Vicente Zarzoso:
A Survey of Kurtosis Optimization Schemes for MISO Source Separation and Equalization. Advances in Heuristic Signal Processing and Applications 2013: 183-217

Informal and Other Publications

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2020
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Sagar Verma, Nicolas Henwood, Marc Castella, François Malrait, Jean-Christophe Pesquet:
Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection. CoRR abs/2010.05771 (2020)
[i1]
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  - journals/corr/abs-2010-15427
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval:
Sparse Signal Reconstruction for Nonlinear Models via Piecewise Rational Optimization. CoRR abs/2010.15427 (2020)

Coauthor Index

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