Lionel Fillatre

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 20

Top Topics

Kernel Logistic Regression

Minimum Variance

Bayes Classification

Top Venues

IEEE Trans. Image Process.

Signal Process.

Publications

Cyprien Gilet, Marie Guyomard, Sébastien Destercke, Lionel Fillatre
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts. Mach. Learn. 113 (2) (2024)
Cyprien Gilet, Marie Guyomard, Susana Barbosa, Lionel Fillatre
Multiclass Minimax Learning for Deep Neural Networks. EUSIPCO (2023)
Marie Guyomard, Susana Barbosa, Lionel Fillatre
Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network. ICML (2023)
Marie Guyomard, Susana Barbosa, Lionel Fillatre
Understandable Relu Neural Network For Signal Classification. ICASSP (2023)
Cyprien Gilet, Susana Barbosa, Lionel Fillatre
Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Retinal-inspired Filtering for Dynamic Image Coding. CoRR (2021)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Panagiotis Tsakalides
Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons. IEEE Trans. Image Process. 30 (2021)
Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre
Distortion Approximation of a Compressed Softmax Layer. SSP (2021)
Diana Resmerita, Rodrigo Cabral Farias, Lionel Fillatre
Classification Error Approximation of a Compressed Linear Softmax Layer. EUSIPCO (2021)
Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin
ball. Math. Program. 182 (1) (2020)
Cyprien Gilet, Susana Barbosa, Lionel Fillatre
Minimax Classifier with Box Constraint on the Priors. ML4H@NeurIPS (2019)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini
Efficiency of the bio-inspired Leaky Integrate-and-Fire neuron for signal coding. EUSIPCO (2019)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Neuro-Inspired Quantization. ICIP (2018)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Retina-Inspired Filter. IEEE Trans. Image Process. 27 (7) (2018)
Blaise Kevin Guepie, Lionel Fillatre, Igor V. Nikiforov
Detecting a Suddenly Arriving Dynamic Profile of Finite Duration. IEEE Trans. Inf. Theory 63 (5) (2017)
Jian Zhang, Lionel Fillatre, Igor V. Nikiforov
Bayesian localization of anomaly in distributed networks with quadratic criterion. J. Intell. Fuzzy Syst. 32 (5) (2017)
Michel Barlaud, Wafa Belhajali, Patrick L. Combettes, Lionel Fillatre
Classification and Regression Using an Outer Approximation Projection-Gradient Method. IEEE Trans. Signal Process. 65 (17) (2017)
Lionel Fillatre, Igor V. Nikiforov
Learning-based epsilon most stringent test for Gaussian samples classification. ISIT (2017)
Lionel Fillatre
Constructive minimax classification of discrete observations with arbitrary loss function. Signal Process. 141 (2017)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Retina-inspired video codec. PCS (2016)
Lionel Fillatre
Bayes classification for asynchronous event-based cameras. EUSIPCO (2015)
Van Long Do, Lionel Fillatre, Igor V. Nikiforov
Sensitivity analysis of the sequential test for detecting cyber-physical attacks. EUSIPCO (2015)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Video analysis and synthesis based on a retinal-inspired frame. EUSIPCO (2015)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Retinal-inspired filtering for dynamic image coding. ICIP (2015)
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin
Event-based coding of still images using a bio-inspired frame. EBCCSP (2015)
Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Philippe Cornu, Lionel Fillatre
A local adaptive model of natural images for almost optimal detection of hidden data. Signal Process. 100 (2014)
Van Long Do, Lionel Fillatre, Igor V. Nikiforov
A statistical method for detecting cyber/physical attacks on SCADA systems. CCA (2014)
Lionel Fillatre
On the Epsilon Most Stringent Test Between Two Vector Lines in Gaussian Noise. IEEE Trans. Signal Process. 62 (19) (2014)
Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud
Hybrid weighted-stego detection using machine learning. ICIP (2014)
Lionel Fillatre, Marc Antonini
Uniformly minimum variance unbiased estimation for asynchronous event-based cameras. ICIP (2014)
Rémi Cogranne, Florent Retraint, Cathel Zitzmann, Igor V. Nikiforov, Lionel Fillatre, Philippe Cornu
Hidden information detection using decision theory and quantized samples: Methodology, difficulties and results. Digit. Signal Process. 24 (2014)
Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov
Anomaly detection/detectability for a linear model with a bounded nuisance parameter. Annu. Rev. Control. 38 (1) (2014)
Lionel Fillatre
On the epsilon-optimal discrimination of two one-dimensional subspaces. ICASSP (2014)
Lionel Fillatre, Igor V. Nikiforov, Marc Antonini, Abdourrahmane M. Atto
Uniformly most powerful detection for integrate and fire time encoding. EUSIPCO (2014)
Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov
Simulation of image time series from dynamical fractional brownian fields. ICIP (2014)
Guoliang Zhu, Lionel Fillatre, Igor V. Nikiforov
Impact of the Railway Centerline Geometry Uncertainties on the Train Velocity Estimation by GPS. PSATS (2013)
Jian Zhang, Lionel Fillatre, Igor V. Nikiforov
Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss. ALCOSP (2013)
Asmaa Amehraye, Lionel Fillatre, Nicholas W. D. Evans
Voice activity detection based on a statistical semiparametric test. ICASSP (2013)
Fouzi Harrou, Lionel Fillatre, Michel Bobbia, Igor V. Nikiforov
Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test. CDC (2013)
Asmaa Amehraye, Lionel Fillatre
A new approach for semiparametric detection. ICASSP (2012)
Lionel Fillatre
Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images. IEEE Trans. Signal Process. 60 (2) (2012)
Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Philippe Cornu, Lionel Fillatre
Statistical detection of information hiding based on adjacent pixels difference. EUSIPCO (2012)
Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, Philippe Cornu
Statistical Detection of LSB Matching Using Hypothesis Testing Theory. Information Hiding (2012)
Lionel Fillatre, Igor V. Nikiforov
Asymptotically Uniformly Minimax Detection and Isolation in Network Monitoring. IEEE Trans. Signal Process. 60 (7) (2012)
Cathel Zitzmann, Rémi Cogranne, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, Philippe Cornu
Hidden information detection based on quantized Laplacian distribution. ICASSP (2012)
Blaise Kevin Guepie, Lionel Fillatre, Igor V. Nikiforov
Detecting an abrupt change of finite duration. ACSCC (2012)
Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, Philippe Cornu
Statistical detection of LSB matching in the presence of nuisance parameters. SSP (2012)
Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, Philippe Cornu
A Cover Image Model For Reliable Steganalysis. Information Hiding (2011)
Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, Philippe Cornu
Statistical decision by using quantized observations. ISIT (2011)
Lionel Fillatre
Constrained epsilon-equalizer test for multiple hypothesis testing. ISIT (2011)
Lionel Fillatre
Constrained Epsilon-Minimax Test for Simultaneous Detection and Classification. IEEE Trans. Inf. Theory 57 (12) (2011)
Cathel Zitzmann, Rémi Cogranne, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, Philippe Cornu
Statistical Decision Methods in Hidden Information Detection. Information Hiding (2011)
Asmaa Amehraye, Lionel Fillatre, Dominique Pastor
An optimal filtering for unmasked noise prevention. ICASSP (2011)
Pedro Casas, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov
Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks. J. Netw. Syst. Manag. 19 (1) (2011)
Grégory Bonnet, Ihsan Ullah, Guillaume Doyen, Lionel Fillatre, Dominique Gaïti, Igor V. Nikiforov
A Semi-Markovian Individual Model of Users for P2P Video Streaming Applications. NTMS (2011)
Lionel Fillatre, Igor V. Nikiforov
A new criterion for optimal constrained minimax detection and classification. ICASSP (2011)
Pedro Casas, Sandrine Vaton, Lionel Fillatre, Igor V. Nikiforov
Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements. Comput. Networks 54 (11) (2010)
Pedro Casas, Sandrine Vaton, Lionel Fillatre, Thierry Chonavel
Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks. International Teletraffic Congress (2009)
Lionel Fillatre, Igor V. Nikiforov, Pedro Casas, Sandrine Vaton
Optimal volume anomaly detection in network traffic flows. EUSIPCO (2008)
Pedro Casas, Lionel Fillatre, Sandrine Vaton
Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering. ICC (2008)
Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov
Anomaly detection with bounded nuisance parameters and safe train navigation. ICARCV (2008)
Pedro Casas, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov
Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach. FITraMEn (2008)
Lionel Fillatre, Igor V. Nikiforov, Florent Retraint
varepsilon -Optimal Non-Bayesian Anomaly Detection for Parametric Tomography. IEEE Trans. Image Process. 17 (11) (2008)
Lionel Fillatre, Igor V. Nikiforov
Non-Bayesian Detection and Detectability of Anomalies From a Few Noisy Tomographic Projections. IEEE Trans. Signal Process. 55 (2) (2007)
Lionel Fillatre, Igor V. Nikiforov, Florent Retraint
A Simple Algorithm for Defect Detection From a Few Radiographies. J. Comput. 2 (6) (2007)
Lionel Fillatre, Igor V. Nikiforov, Florent Retraint
ε-Optimal Anomaly Detection in Parametric Tomography. ICASSP (3) (2006)
Lionel Fillatre, Igor V. Nikiforov
A Statistical Detection of an Anomaly from a Few Noisy Tomographic Projections. EURASIP J. Adv. Signal Process. 2005 (14) (2005)
Lionel Fillatre, Igor V. Nikiforov
Detection and localization of an anomaly from noisy projections. ISIT (2004)