Lionel Fillatre

Proceedings of the International Conference on Machine Learning, 2023

Understandable Relu Neural Network For Signal Classification.

[BibT_eX]

[DOI]

Marie Guyomard

Proceedings of the IEEE International Conference on Acoustics, 2023

Multiclass Minimax Learning for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions.

[BibT_eX]

[DOI]

Cyprien Gilet

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons.

[BibT_eX]

[DOI]

Effrosyni Doutsi

Benoît Dupont de Dinechin

Panagiotis Tsakalides

IEEE Trans. Image Process., 2021

Distortion Approximation of a Compressed Softmax Layer.

[BibT_eX]

[DOI]

Diana Resmerita

Rodrigo Cabral Farias

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Classification Error Approximation of a Compressed Linear Softmax Layer.

[BibT_eX]

[DOI]

Diana Resmerita

Rodrigo Cabral Farias

Proceedings of the 29th European Signal Processing Conference, 2021

2020

A filtered bucket-clustering method for projection onto the simplex and the ℓ <sub>1</sub> ball.

[BibT_eX]

[DOI]

Math. Program., 2020

2019

Minimax Classifier with Box Constraint on the Priors.

[BibT_eX]

[DOI]

Cyprien Gilet

Proceedings of the Machine Learning for Health Workshop, 2019

Efficiency of the bio-inspired Leaky Integrate-and-Fire neuron for signal coding.

[BibT_eX]

[DOI]

Effrosyni Doutsi

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Retina-Inspired Filter.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Neuro-Inspired Quantization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Classification and Regression Using an Outer Approximation Projection-Gradient Method.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Detecting a Suddenly Arriving Dynamic Profile of Finite Duration.

[BibT_eX]

[DOI]

Blaise Kévin Guépié

IEEE Trans. Inf. Theory, 2017

Constructive minimax classification of discrete observations with arbitrary loss function.

[BibT_eX]

[DOI]

Signal Process., 2017

Bayesian localization of anomaly in distributed networks with quadratic criterion.

[BibT_eX]

[DOI]

Jian Zhang

J. Intell. Fuzzy Syst., 2017

Learning-based epsilon most stringent test for Gaussian samples classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Retina-inspired video codec.

[BibT_eX]

[DOI]

Proceedings of the 2016 Picture Coding Symposium, 2016

2015

Retinal-inspired filtering for dynamic image coding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Bayes classification for asynchronous event-based cameras.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Video analysis and synthesis based on a retinal-inspired frame.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Sensitivity analysis of the sequential test for detecting cyber-physical attacks.

[BibT_eX]

[DOI]

Van Long Do

Proceedings of the 23rd European Signal Processing Conference, 2015

Event-based coding of still images using a bio-inspired frame.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Event-based Control, 2015

2014

On the Epsilon Most Stringent Test Between Two Vector Lines in Gaussian Noise.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

A local adaptive model of natural images for almost optimal detection of hidden data.

[BibT_eX]

[DOI]

Signal Process., 2014

Hidden information detection using decision theory and quantized samples: Methodology, difficulties and results.

[BibT_eX]

[DOI]

Digit. Signal Process., 2014

Anomaly detection/detectability for a linear model with a bounded nuisance parameter.

[BibT_eX]

[DOI]

Fouzi Harrou

Annu. Rev. Control., 2014

Hybrid weighted-stego detection using machine learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Uniformly minimum variance unbiased estimation for asynchronous event-based cameras.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Simulation of image time series from dynamical fractional brownian fields.

[BibT_eX]

[DOI]

Abdourrahmane M. Atto

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On the epsilon-optimal discrimination of two one-dimensional subspaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Uniformly most powerful detection for integrate and fire time encoding.

[BibT_eX]

[DOI]

Abdourrahmane M. Atto

Proceedings of the 22nd European Signal Processing Conference, 2014

A statistical method for detecting cyber/physical attacks on SCADA systems.

[BibT_eX]

[DOI]

Van Long Do

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2013

Impact of the Railway Centerline Geometry Uncertainties on the Train Velocity Estimation by GPS.

[BibT_eX]

[DOI]

Guoliang Zhu

Proceedings of the Personal Satellite Services - 5th International ICST Conference, 2013

Voice activity detection based on a statistical semiparametric test.

[BibT_eX]

[DOI]

Asmaa Amehraye

Nicholas W. D. Evans

Proceedings of the IEEE International Conference on Acoustics, 2013

Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss.

[BibT_eX]

[DOI]

Jian Zhang

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

2012

Asymptotically Uniformly Minimax Detection and Isolation in Network Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Statistical detection of LSB matching in the presence of nuisance parameters.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Statistical Detection of LSB Matching Using Hypothesis Testing Theory.

[BibT_eX]

[DOI]

Proceedings of the Information Hiding - 14th International Conference, 2012

Hidden information detection based on quantized Laplacian distribution.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A new approach for semiparametric detection.

[BibT_eX]

[DOI]

Asmaa Amehraye

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Statistical detection of information hiding based on adjacent pixels difference.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Detecting an abrupt change of finite duration.

[BibT_eX]

[DOI]

Blaise Kévin Guépié

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Constrained Epsilon-Minimax Test for Simultaneous Detection and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2011

A Semi-Markovian Individual Model of Users for P2P Video Streaming Applications.

[BibT_eX]

[DOI]

Proceedings of the 4th IFIP International Conference on New Technologies, 2011

Constrained epsilon-equalizer test for multiple hypothesis testing.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Statistical decision by using quantized observations.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Statistical Decision Methods in Hidden Information Detection.

[BibT_eX]

[DOI]

Proceedings of the Information Hiding - 13th International Conference, 2011

A Cover Image Model For Reliable Steganalysis.

[BibT_eX]

[DOI]

Proceedings of the Information Hiding - 13th International Conference, 2011

A new criterion for optimal constrained minimax detection and classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

An optimal filtering for unmasked noise prevention.

[BibT_eX]

[DOI]

Asmaa Amehraye

Dominique Pastor

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements.

[BibT_eX]

[DOI]

Comput. Networks, 2010

2009

Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks.

[BibT_eX]

[DOI]

Proceedings of the 21st International Teletraffic Congress, 2009

2008

varepsilon -Optimal Non-Bayesian Anomaly Detection for Parametric Tomography.

[BibT_eX]

[DOI]

Florent Retraint

IEEE Trans. Image Process., 2008

Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering.

[BibT_eX]

[DOI]

Pedro Casas

Sandrine Vaton

Proceedings of IEEE International Conference on Communications, 2008

Anomaly detection with bounded nuisance parameters and safe train navigation.

[BibT_eX]

[DOI]

Fouzi Harrou

Proceedings of the 10th International Conference on Control, 2008

Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach.

[BibT_eX]

[DOI]

Proceedings of the Traffic Management and Traffic Engineering for the Future Internet, 2008

Optimal volume anomaly detection in network traffic flows.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Non-Bayesian Detection and Detectability of Anomalies From a Few Noisy Tomographic Projections.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

A Simple Algorithm for Defect Detection From a Few Radiographies.

[BibT_eX]

[DOI]

Florent Retraint

J. Comput., 2007

2006

ε-Optimal Anomaly Detection in Parametric Tomography.

[BibT_eX]

[DOI]

Florent Retraint

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A Statistical Detection of an Anomaly from a Few Noisy Tomographic Projections.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2005

2004

Detection and localization of an anomaly from noisy projections.

[BibT_eX]

[DOI]