| 2021 | ICASSP | Weight Identification Through Global Optimization in a New Hysteretic Neural Network Model. | Elie Leroy, Arthur Marmin, Marc Castella, Laurent Duval |
| 2020 | AAAI | Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection. | Sagar Verma, Nicolas Henwood, Marc Castella, Franois Malrait, Jean-Christophe Pesquet |
| 2020 | ICASSP | A Moment-Based Approach for Guaranteed Tensor Decomposition. | Arthur Marmin, Marc Castella, Jean-Christophe Pesquet |
| 2020 | IECON | Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics. | Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet |
| 2019 | ICASSP | How to Globally Solve Non-convex Optimization Problems Involving an Approximate ℓ0 Penalization. | Arthur Marmin, Marc Castella, Jean-Christophe Pesquet |
| 2013 | ICASSP | On a practical approach to source separation over finite fields for network coding applications. | Irina Delia Nemoianu, Claudio Greco, Marc Castella, Batrice Pesquet-Popescu, Marco Cagnazzo |
| 2011 | ICASSP | An extension of the ICA model using latent variables. | Selwa Rafi, Marc Castella, Wojciech Pieczynski |
| 2010 | ICASSP | A new method for kurtosis maximization and source separation. | Marc Castella, Eric Moreau |
| 2009 | ICASSP | A new optimization method for reference-based quadratic contrast functions in a deflation scenario. | Marc Castella, Eric Moreau |
| 2009 | IDA | Reference Based Contrast Functions in a Semi-blind Context. | Marc Castella, Eric Moreau |
| 2007 | ICASSP | Exact Inversion of MIMO Nonlinear Polynomial Mixtures. | Marc Castella |
| 2005 | ICASSP | Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics. | Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet |
| 2004 | ICASSP | A quadratic MISO contrast function for blind equalization. | Marc Castella, Eric Moreau, Jean-Christophe Pesquet |