Alexandre Renaux

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 36

Top Topics

Parameter Estimation

Maximum Likelihood

Riemannian Framework

Top Venues

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac
The Fisher-Rao geometry of CES distributions. CoRR (2023)
Alexandre Renaux, Fabien Clanché, Gérome Gauchard
Creating a new method for assessing functional abilities, using biomarkers of human behaviour in immersive situations. IMX Workshops (2023)
Florent Bouchard, Alexandre Renaux, Guillaume Ginolhac, Arnaud Breloy
Natural Bayesian Cramér-Rao Bound with an Application to Covariance Estimation. CoRR (2023)
Alexandre Renaux, Chloé Terwagne, Michael Cochez, Ilaria Tiddi, Ann Nowé, Tom Lenaerts
A knowledge graph approach to predict and interpret disease-causing gene interactions. BMC Bioinform. 24 (1) (2023)
Nassim Versbraegen, Barbara Gravel, Charlotte Nachtegael, Alexandre Renaux, Emma Verkinderen, Ann Nowé, Tom Lenaerts, Sofia Papadimitriou
Faster and more accurate pathogenic combination predictions with VarCoPP2.0. BMC Bioinform. 24 (1) (2023)
Samy Labsir, Alexandre Renaux, Jordi Vilà-Valls, Éric Chaumette
Cramér-Rao Bound on Lie Groups with Observations on Lie Groups: Application to SE(2). ICASSP (2023)
Samy Labsir, Alexandre Renaux, Jordi Vilà-Valls, Eric Chaumette
Barankin, McAulay-Seidman and Cramér-Rao bounds on matrix Lie groups. Autom. 156 (2023)
Samy Labsir, Alexandre Renaux, Jordi Vilà-Valls, Eric Chaumette
Intrinsic Slepian-Bangs Type Formula for Parameters on LGs with Unknown Measurement Noise Variance. ACSSC (2023)
Stefano Fortunati, Alexandre Renaux, Frédéric Pascal
Joint Estimation of Location and Scatter in Complex Elliptically Symmetric Distributions. J. Signal Process. Syst. 94 (2) (2022)
Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Frédéric Pascal
A Riemannian Framework for Low-Rank Structured Elliptical Models. IEEE Trans. Signal Process. 69 (2021)
Alistair MacDougall, Vladimir Volynkin, Rabie Saidi, Diego Poggioli, Hermann Zellner, Emma Hatton-Ellis, Vishal Joshi, Claire O'Donovan, Sandra E. Orchard, Andrea H. Auchincloss, Delphine Baratin, Jerven T. Bolleman, Elisabeth Coudert, Edouard De Castro, Chantal Hulo, Patrick Masson, Ivo Pedruzzi, Catherine Rivoire, Cecilia N. Arighi, Qinghua Wang, Chuming Chen, Hongzhan Huang, John Garavelli, C. R. Vinayaka, Lai-Su Yeh, Darren A. Natale, Kati Laiho, Maria Jesus Martin, Alexandre Renaux, Klemens Pichler
UniRule: a unified rule resource for automatic annotation in the UniProt Knowledgebase. Bioinform. 36 (22-23) (2021)
Stefano Fortunati, Alexandre Renaux, Frédéric Pascal
Robust Semiparametric Joint Estimators of Location and Scatter in Elliptical Distributions. MLSP (2020)
Florent Bouchard, Arnaud Breloy, Alexandre Renaux, Guillaume Ginolhac
Riemannian Geometry and Cramér-rao Bound for Blind Separation of Gaussian Sources. ICASSP (2020)
Stefano Fortunati, Alexandre Renaux, Frédéric Pascal
Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions. IEEE Trans. Signal Process. 68 (2020)
Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux
A Riemannian approach to blind separation of t-distributed sources. EUSIPCO (2020)
Stefano Fortunati, Alexandre Renaux, Frédéric Pascal
Properties of a new R-estimator of shape matrices. EUSIPCO (2020)
Alexandre Renaux, Sofia Papadimitriou, Nassim Versbraegen, Charlotte Nachtegael, Simon Boutry, Ann Nowé, Guillaume Smits, Tom Lenaerts
ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations. Nucleic Acids Res. 47 (Webserver-Issue) (2019)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret
A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points. IEEE Trans. Signal Process. 67 (5) (2019)
Ammar Mian, Lucien Bacharach, Guillaume Ginolhac, Alexandre Renaux, Mohammed Nabil El Korso, Jean Philippe Ovarlez
Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound. ICASSP (2019)
Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Florent Bouchard
Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions. IEEE Signal Process. Lett. 26 (2) (2019)
Lucien Bacharach, Jérôme Galy, Éric Chaumette, François Vincent, Alexandre Renaux, Mohammed Nabil El Korso
An Example of Non-Standard Behavior of a Maximum Likelihood Estimator in the Large Sample Regime. CAMSAP (2019)
Eric Chaumette, François Vincent, Alexandre Renaux, Jérôme Galy
Generalized Conditional Maximum Likelihood Estimators in the Large Sample Regime. EUSIPCO (2018)
Chengfang Ren, Alexandre Renaux, Sylvain Azarian
Performance Bounds for Change Point and Time Delay Estimation. EUSIPCO (2018)
Steeve Zozor, Chengfang Ren, Alexandre Renaux
On the Maximum Likelihood Estimator Statistics for Unimodal Elliptical Distributions in the High Signal-to-Noise Ratio Regime. IEEE Signal Process. Lett. 25 (6) (2018)
Abdelmalek Mennad, Stefano Fortunati, Mohammed Nabil El Korso, Arezki Younsi, Abdelhak M. Zoubir, Alexandre Renaux
Slepian-Bangs-type formulas and the related Misspecified Cramér-Rao Bounds for Complex Elliptically Symmetric distributions. Signal Process. 142 (2018)
Lucien Bacharach, Alexandre Renaux, Mohammed Nabil El Korso
Prior Influence on Weiss-Weinstein Bounds for Multiple Change- Point Estimation. EUSIPCO (2018)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret
A Bayesian lower bound for parameter estimation of Poisson data including multiple changes. ICASSP (2017)
David Vallenet, Alexandra Calteau, Stéphane Cruveiller, Mathieu Gachet, Aurélie Lajus, Adrien Josso, Jonathan Mercier, Alexandre Renaux, Johan Rollin, Zoé Rouy, David Roche, Claude Scarpelli, Claudine Médigue
MicroScope in 2017: an expanding and evolving integrated resource for community expertise of microbial genomes. Nucleic Acids Res. 45 (Database-Issue) (2017)
Nabil Kbayer, Jérôme Galy, Eric Chaumette, François Vincent, Alexandre Renaux, Pascal Larzabal
Estimation accuracy of non-standard maximum likelihood estimators. ICASSP (2017)
Eric Chaumette, Alexandre Renaux, Mohammed Nabil El Korso
A Class of Weiss-Weinstein Bounds and Its Relationship With the Bobrovsky-Mayer-Wolf-Zakaï Bounds. IEEE Trans. Inf. Theory 63 (4) (2017)
Nabil Kbayer, Jérôme Galy, Eric Chaumette, François Vincent, Alexandre Renaux, Pascal Larzabal
On Lower Bounds for Nonstandard Deterministic Estimation. IEEE Trans. Signal Process. 65 (6) (2017)
Lucien Bacharach, Alexandre Renaux, Mohammed Nabil El Korso, Eric Chaumette
Weiss-Weinstein Bound on Multiple Change-Points Estimation. IEEE Trans. Signal Process. 65 (10) (2017)
Eric Chaumette, Alexandre Renaux, Mohammed Nabil El Korso
A class of Weiss-Weinstein bounds and its relationship with the Bobrovsky-Mayer-Wolf-Zakai bounds. CoRR (2016)
Jérôme Galy, Eric Chaumette, François Vincent, Alexandre Renaux, Pascal Larzabal
Lower bounds for non standard deterministic estimation. SAM (2016)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret
A Bayesian Lower Bound for Parameter Estimation of Poisson Data Including Multiple Changes (extended). CoRR (2016)
Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux
Weiss-Weinstein bound for an abrupt unknown frequency change. SSP (2016)
Jérôme Galy, Alexandre Renaux, Eric Chaumette, François Vincent, Pascal Larzabal
Recursive hybrid CRB for Markovian systems with time-variant measurement parameters. CAMSAP (2015)
Chengfang Ren, Julien Le Kernec, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
A constrained hybrid Cramér-Rao bound for parameter estimation. ICASSP (2015)
Chengfang Ren, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
Hybrid Barankin-Weiss-Weinstein Bounds. IEEE Signal Process. Lett. 22 (11) (2015)
Chengfang Ren, Jérôme Galy, Eric Chaumette, François Vincent, Pascal Larzabal, Alexandre Renaux
Recursive Hybrid Cramér-Rao Bound for Discrete-Time Markovian Dynamic Systems. IEEE Signal Process. Lett. 22 (10) (2015)
Chengfang Ren, Mohammed Nabil El Korso, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
Performance bounds under misspecification model for MIMO radar application. EUSIPCO (2015)
Lucien Bacharach, Alexandre Renaux, Mohammed Nabil El Korso, Eric Chaumette
Weiss-Weinstein bound for change-point estimation. CAMSAP (2015)
Mohammed Nabil El Korso, Alexandre Renaux, Philippe Forster
CRLB under K-distributed observation with parameterized mean. SAM (2014)
Chengfang Ren, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
A Ziv-Zakaï type bound for hybrid parameter estimation. ICASSP (2014)
Nguyen Duy Tran, Alexandre Renaux, Rémy Boyer, Sylvie Marcos, Pascal Larzabal
Performance Bounds for the Pulse-Phase Estimation of X-Ray Pulsars. IEEE Trans. Aerosp. Electron. Syst. 50 (1) (2014)
Dinh Thang Vu, Alexandre Renaux, Rémy Boyer, Sylvie Marcos
Some results on the Weiss-Weinstein bound for conditional and unconditional signal models in array processing. Signal Process. 95 (2014)
Chengfang Ren, Mohammed Nabil El Korso, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
On the Accuracy and Resolvability of Vector Parameter Estimates. IEEE Trans. Signal Process. 62 (14) (2014)
Mohammed Nabil El Korso, Alexandre Renaux, Rémy Boyer, Sylvie Marcos
Deterministic Performance Bounds on the Mean Square Error for Near Field Source Localization. IEEE Trans. Signal Process. 61 (4) (2013)
Chengfang Ren, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
Hybrid lower bound on the MSE based on the Barankin and Weiss-Weinstein bounds. ICASSP (2013)
Rémy Boyer, Mohammed Nabil El Korso, Alexandre Renaux, Sylvie Marcos
Coexistence of Near-Field and Far-Field Sources: the Angular Resolution Limit CoRR (2013)
Chengfang Ren, Jérôme Galy, Eric Chaumette, Pascal Larzabal, Alexandre Renaux
High resolution techniques for radar: Myth or reality? EUSIPCO (2013)
Dinh Thang Vu, Alexandre Renaux, Rémy Boyer, Sylvie Marcos
A Cramér Rao bounds based analysis of 3D antenna array geometries made from ULA branches. Multidimens. Syst. Signal Process. 24 (1) (2013)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
On the asymptotic resolvability of two point sources in known subspace interference using a GLRT-based framework. Signal Process. 92 (10) (2012)
Nguyen Duy Tran, Rémy Boyer, Alexandre Renaux, Sylvie Marcos, Pascal Larzabal
Theoretical multidimensional resolution limit for MIMO Radar based on the Chernoff distance. SSP (2012)
Dinh Thang Vu, Alexandre Renaux, Rémy Boyer, Sylvie Marcos
Some results on the Weiss-Weinstein bound for conditional and unconditional signal models in array processing CoRR (2012)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical analysis of achievable resolution limit in the near field source localization context. Signal Process. 92 (2) (2012)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical Resolution Limit for Source Localization With Clutter Interference in a MIMO Radar Context. IEEE Trans. Signal Process. 60 (2) (2012)
Alexandre Renaux
Session WA7b: DOA estimation. ACSCC (2012)
Nguyen Duy Tran, Alexandre Renaux, Rémy Boyer, Sylvie Marcos, Pascal Larzabal
Weiss-Weinstein bound for MIMO radar with colocated linear arrays for SNR threshold prediction. Signal Process. 92 (5) (2012)
Alexandre Renaux, Rémy Boyer, Sylvie Marcos
Lower bounds on the MSE for mixed far-field and near-field sources direction-of-arrivals. ACSCC (2012)
Nguyen Duy Tran, Alexandre Renaux, Rémy Boyer, Sylvie Marcos, Pascal Larzabal
MIMO radar in the presence of modeling errors: A Cramér-Rao Bound investigation. ICASSP (2011)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical Resolution Limit for source localization in a MIMO context. ICASSP (2011)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical Resolution Limit of the Uniform Linear Cocentered Orthogonal Loop and Dipole Array. IEEE Trans. Signal Process. 59 (1) (2011)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical resolution limit for the multidimensional harmonic retrieval model: hypothesis test and Cramér-Rao Bound approaches. EURASIP J. Adv. Signal Process. 2011 (2011)
Patricio S. La Rosa, Alexandre Renaux, Carlos H. Muravchik, Arye Nehorai
Barankin-type lower bound on multiple change-point estimation. IEEE Trans. Signal Process. 58 (11) (2010)
Dinh Thang Vu, Alexandre Renaux, Rémy Boyer, Sylvie Marcos
Performance analysis of 2D and 3D antenna arrays for source localization. EUSIPCO (2010)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Conditional and unconditional Cramér-Rao bounds for near-field source localization. IEEE Trans. Signal Process. 58 (5) (2010)
Frédéric Pascal, Alexandre Renaux
Statistical analysis of the covariance matrix MLE in K-distributed clutter. Signal Process. 90 (4) (2010)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Statistical Resolution Limit for multiple parameters of interest and for multiple signals. ICASSP (2010)
Eric Chaumette, Alexandre Renaux, Pascal Larzabal
Lower bounds on the mean square error derived from mixture of linear and non-linear transformations of the unbiasness definition. ICASSP (2009)
Mohammed Nabil El Korso, Rémy Boyer, Alexandre Renaux, Sylvie Marcos
Nonmatrix closed-form expressions of the Cramér-Rao Bounds for near-field localization parameters. ICASSP (2009)
Stéphanie Bay, Benoit Geller, Alexandre Renaux, Jean-Pierre Barbot, Jean-Marc Brossier
On the Hybrid Cramér Rao Bound and Its Application to Dynamical Phase Estimation. IEEE Signal Process. Lett. 15 (2008)
Cédric Herzet, Valéry Ramon, Alexandre Renaux, Luc Vandendorpe
A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence. IEEE Trans. Signal Process. 56 (6) (2008)
Alexandre Renaux, Philippe Forster, Pascal Larzabal, Christ D. Richmond, Arye Nehorai
A Fresh Look at the Bayesian Bounds of the Weiss-Weinstein Family. IEEE Trans. Signal Process. 56 (11) (2008)
Alexandre Renaux, Leïla Najjar Atallah, Philippe Forster, Pascal Larzabal
A Useful Form of the Abel Bound and Its Application to Estimator Threshold Prediction. IEEE Trans. Signal Process. 55 (5-2) (2007)
Alexandre Renaux, Philippe Forster, Eric Boyer, Pascal Larzabal
Unconditional Maximum Likelihood Performance at Finite Number of Samples and High Signal-to-Noise Ratio. IEEE Trans. Signal Process. 55 (5-2) (2007)
Alexandre Renaux
Weiss-Weinstein Bound for Data-Aided Carrier Estimation. IEEE Signal Process. Lett. 14 (4) (2007)
Eric Chaumette, Jérôme Galy, François Vincent, Alexandre Renaux, Pascal Larzabal
MSE lower bounds conditioned by the energy detector. EUSIPCO (2007)
Alexandre Renaux, Philippe Forster, Pascal Larzabal, Christ D. Richmond
The Bayesian ABEL Bound on the Mean Square Error. ICASSP (3) (2006)
Alexandre Renaux, Philippe Forster, Eric Chaumette, Pascal Larzabal
On the High-SNR Conditional Maximum-Likelihood Estimator Full Statistical Characterization. IEEE Trans. Signal Process. 54 (12) (2006)
Alexandre Renaux, Philippe Forster, Eric Boyer
Non asymptotic efficiency of a Maximum Likelihood estimator at finite number of samples. EUSIPCO (2004)
Alexandre Renaux, Philippe Forster, Eric Boyer, Pascal Larzabal
Non efficiency and non Gaussianity of a maximum likelihood estimator at high signal-to-noise ratio and finite number of samples. ICASSP (2) (2004)