selected publications

• academic article

  • Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection.  Proceedings of the AAAI Conference on Artificial Intelligence.  34:1387-1394. 2020
  • Global Optimization for Recovery of Clipped Signals Corrupted With Poisson-Gaussian Noise.  IEEE Signal Processing Letters.  27:970-974. 2020
  • Rational Optimization for Nonlinear Reconstruction With Approximate <inline-formula> <tex-math notation="LaTeX">$\ell _0$</tex-math> </inline-formula> Penalization.  IEEE Transactions on Signal Processing.  67:1407-1417. 2019
  • CRB analysis of planar antenna arrays for optimizing near-field source localization.  Signal Processing.  127:117-134. 2016
  • Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods.  EURASIP Journal on Advances in Signal Processing.  2013. 2013
  • New Kurtosis Optimization Schemes for MISO Equalization.  IEEE Transactions on Signal Processing.  60:1319-1330. 2011
  • Generalized Identifiability Conditions for Blind Convolutive MIMO Separation.  IEEE Transactions on Signal Processing.  57:2846-2852. 2009
  • Méthodes séquentielles de séparation aveugle de sources en présence de bruit.  .  2005

• blog posting

  • Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection.  arXiv (Cornell University). 2020

• chapter

  • Reference Based Contrast Functions in a Semi-blind Context.  Lecture notes in computer science. 9-16. 2009

• conference paper

  • Can GANs Recover Faults in Electrical Motor Sensors?.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • Weight Identification Through Global Optimization in a New Hysteretic Neural Network Model.  ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5315-5319. 2021
  • Globally Optimizing Owing to Tensor Decomposition.  2021 29th European Signal Processing Conference (EUSIPCO). 990-994. 2020
  • Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics.  IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. 495-500. 2020
  • Robust Reconstruction with Nonconvex Subset Constraints: A Polynomial Optimization Approach.  . 1-6. 2020
  • A Moment-Based Approach for Guaranteed Tensor Decomposition.  ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 3927-3931. 2020
  • Sparse signal reconstruction with a sign oracle.  . 2019
  • How to Globally Solve Non-convex Optimization Problems Involving an Approximate ℓ₀ Penalization.  ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5601-5605. 2019
  • Signal Reconstruction from Sub-sampled and Nonlinearly Distorted Observations.  2021 29th European Signal Processing Conference (EUSIPCO). 1970-1974. 2018
  • Recovery of nonlinearly degraded sparse signals through rational optimization.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Optimization of a Geman-McClure like criterion for sparse signal deconvolution.  . 309-312. 2015
  • Une extension avec variables latentes du modèle d'analyse en composantes indépendantes.  HAL (Le Centre pour la Communication Scientifique Directe). 2011
  • An extension of the ICA model using latent variables.  . 3712-3715. 2011