| 2025 | ICASSP | Optimal One-hot Logistic Regression for Tree-based Distribution Classification. | Baptiste Schall, Rodolphe Anty, Lionel Fillatre |
| 2024 | ICIP | One-Hot Logistic Regression for Radiomics-Based Classification. | Baptiste Schall, Rodolphe Anty, Lionel Fillatre |
| 2023 | ICASSP | Understandable Relu Neural Network For Signal Classification. | Marie Guyomard, Susana Barbosa, Lionel Fillatre |
| 2023 | ICML | Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network. | Marie Guyomard, Susana Barbosa, Lionel Fillatre |
| 2018 | ICIP | Neuro-Inspired Quantization. | Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin |
| 2017 | ISIT | Learning-based epsilon most stringent test for Gaussian samples classification. | Lionel Fillatre, Igor V. Nikiforov |
| 2016 | PCS | Retina-inspired video codec. | Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin |
| 2015 | ICIP | Retinal-inspired filtering for dynamic image coding. | Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin |
| 2014 | ICASSP | On the epsilon-optimal discrimination of two one-dimensional subspaces. | Lionel Fillatre |
| 2014 | ICIP | Simulation of image time series from dynamical fractional brownian fields. | Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov |
| 2014 | ICIP | Uniformly minimum variance unbiased estimation for asynchronous event-based cameras. | Lionel Fillatre, Marc Antonini |
| 2014 | ICIP | Hybrid weighted-stego detection using machine learning. | Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud |
| 2013 | ICASSP | Voice activity detection based on a statistical semiparametric test. | Asmaa Amehraye, Lionel Fillatre, Nicholas W. D. Evans |
| 2012 | ACSSC | Detecting an abrupt change of finite duration. | Blaise Kvin Gupi, Lionel Fillatre, Igor V. Nikiforov |
| 2012 | ICASSP | A new approach for semiparametric detection. | Asmaa Amehraye, Lionel Fillatre |
| 2012 | ICASSP | Hidden information detection based on quantized Laplacian distribution. | Cathel Zitzmann, Rmi Cogranne, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, Philippe Cornu |
| 2011 | ICASSP | An optimal filtering for unmasked noise prevention. | Asmaa Amehraye, Lionel Fillatre, Dominique Pastor |
| 2011 | ICASSP | A new criterion for optimal constrained minimax detection and classification. | Lionel Fillatre, Igor V. Nikiforov |
| 2011 | ISIT | Statistical decision by using quantized observations. | Rmi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, Philippe Cornu |
| 2011 | ISIT | Constrained epsilon-equalizer test for multiple hypothesis testing. | Lionel Fillatre |
| 2008 | ICARCV | Anomaly detection with bounded nuisance parameters and safe train navigation. | Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov |
| 2006 | ICASSP | ε-Optimal Anomaly Detection in Parametric Tomography. | Lionel Fillatre, Igor V. Nikiforov, Florent Retraint |
| 2004 | ISIT | Detection and localization of an anomaly from noisy projections. | Lionel Fillatre, Igor V. Nikiforov |