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
  • Epigraphical projection and proximal tools for solving constrained convex optimization problems.  Signal Image and Video Processing.  9:1737-1749. 2014
  • 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

• conference paper

  • Can GANs Recover Faults in Electrical Motor Sensors?.  HAL (Le Centre pour la Communication Scientifique Directe). 2022
  • 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