| 2024 | ICASSP | Sparse PCA with False Discovery Rate Controlled Variable Selection. | Jasin Machkour, Arnaud Breloy, Michael Muma, Daniel P. Palomar, Frdric Pascal |
| 2024 | ICML | Random matrix theory improved Frchet mean of symmetric positive definite matrices. | Florent Bouchard, Ammar Mian, Malik Tiomoko, Guillaume Ginolhac, Frdric Pascal |
| 2023 | ICASSP | Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry. | Imen Ayadi, Florent Bouchard, Frdric Pascal |
| 2023 | ICASSP | Regularized EM Algorithm. | Pierre Houdouin, Esa Ollila, Frdric Pascal |
| 2023 | ICML | PCA-based Multi-Task Learning: a Random Matrix Approach. | Malik Tiomoko, Romain Couillet, Frdric Pascal |
| 2022 | ICASSP | Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data. | Pierre Houdouin, Andrew Wang, Matthieu Jonckheere, Frdric Pascal |
| 2022 | ICASSP | A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models. | Nora Ouzir, Jean-Christophe Pesquet, Frdric Pascal |
| 2020 | ICASSP | Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models. | Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Frdric Pascal |
| 2020 | ICASSP | M-Estimators of Scatter with Eigenvalue Shrinkage. | Esa Ollila, Daniel P. Palomar, Frdric Pascal |
| 2019 | ICASSP | Fusing Eigenvalues. | Shahab Basiri, Esa Ollila, Gordana Draskovic, Frdric Pascal |
| 2019 | ICASSP | An Improved Low Rank Detector in the High Dimensional Regime. | Pascal Vallet, Guillaume Ginolhac, Frdric Pascal, Philippe Forster |
| 2018 | ICASSP | A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional Regime. | Eugnie Terreaux, Jean Philippe Ovarlez, Frdric Pascal |
| 2017 | ICASSP | New asymptotic properties for the robust ANMF. | Gordana Draskovic, Frdric Pascal, Arnaud Breloy, Jean-Yves Tourneret |
| 2016 | ACSSC | New properties for Tyler's covariance matrix estimator. | Gordana Draskovic, Frdric Pascal |
| 2015 | ICASSP | Asymptotic properties of the robust ANMF. | Frdric Pascal, Jean Philippe Ovarlez |
| 2015 | ICASSP | Asymptotic performance of the Low Rank Adaptive Normalized Matched Filter in a large dimensional regime. | Alice Combernoux, Frdric Pascal, Guillaume Ginolhac, Marc Lesturgie |
| 2015 | ICASSP | Second order statistics of bilinear forms of robust scatter estimators. | Abla Kammoun, Romain Couillet, Frdric Pascal |
| 2015 | ICASSP | Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. | Jorge Prendes, Marie Chabert, Frdric Pascal, Alain Giros, Jean-Yves Tourneret |
| 2014 | ICASSP | Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption. | Arnaud Breloy, Guillaume Ginolhac, Frdric Pascal, Philippe Forster |
| 2014 | ICASSP | A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors. | Jorge Prendes, Marie Chabert, Frdric Pascal, Alain Giros, Jean-Yves Tourneret |
| 2014 | ICIP | Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. | Miguel Angel Veganzones, Joana Frontera-Pons, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2014 | IGARSS | Robust anomaly detection in Hyperspectral Imaging. | Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2013 | ICASSP | A joint robust estimation and random matrix framework with application to array processing. | Romain Couillet, Frdric Pascal, Jack W. Silverstein |
| 2013 | IGARSS | CFAR hierarchical clustering of polarimetric SAR data. | Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2013 | IGARSS | Performance analysis of robust detectors for hyperspectral imaging. | Joana Frontera-Pons, Jean Philippe Ovarlez, Frdric Pascal, Jocelyn Chanussot |
| 2012 | ACSSC | On the resolvability of closely spaced targets using a colocated MIMO radar. | Mohammed Nabil El Korso, Frdric Pascal, Marius Pesavento |
| 2012 | ICASSP | Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. | Lionel Bombrun, Frdric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu |
| 2012 | IGARSS | A class of robust estimates for detection in hyperspectral images using elliptical distributions background. | Joana Frontera-Pons, Mlanie Mahot, Jean Philippe Ovarlez, Frdric Pascal, Sze Kim Pang, Jocelyn Chanussot |
| 2011 | IGARSS | Robust detection using the SIRV background modelling for hyperspectral imaging. | Jean Philippe Ovarlez, Sze Kim Pang, Frdric Pascal, Vronique Achard, T. K. Ng |
| 2011 | IGARSS | Heterogeneous clutter model for high resolution polarimetric SAR data processing. | Gabriel Vasile, Frdric Pascal, Jean Philippe Ovarlez, Pierre Formont |
| 2011 | IGARSS | On the extension of the product model in POLSAR processing for unsupervised classification using information geometry of covariance matrices. | Pierre Formont, Jean Philippe Ovarlez, Frdric Pascal, Gabriel Vasile, Laurent Ferro-Famil |
| 2010 | ICASSP | Robust MIMO radar detection for correlated subarrays. | Chin Yuan Chong, Frdric Pascal, Jean Philippe Ovarlez, Marc Lesturgie |
| 2010 | IGARSS | Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR data. | Gabriel Vasile, Frdric Pascal, Jean Philippe Ovarlez, Steeve Zozor, Michel Gay |
| 2010 | IGARSS | Roll invariant target detection based on PolSAR clutter models. | Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean Philippe Ovarlez, Frdric Pascal |
| 2010 | IGARSS | A test statistic for high resolution polarimetric SAR data classification. | Pierre Formont, Jean Philippe Ovarlez, Frdric Pascal, Gabriel Vasile, Laurent Ferro-Famil |
| 2009 | ICASSP | Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter. | Guillaume Ginolhac, Philippe Forster, Jean Philippe Ovarlez, Frdric Pascal |
| 2009 | IGARSS | Estimation and Segmentation in Non-Gaussian POLSAR Clutter by SIRV Stochastic Processes. | Gabriel Vasile, Jean Philippe Ovarlez, Frdric Pascal |
| 2009 | IGARSS | Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. | Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean Philippe Ovarlez, Frdric Pascal, Michel Gay |
| 2008 | ICASSP | On persymmetric covariance matrices in adaptive detection. | Guilhem Pailloux, Philippe Forster, Jean Philippe Ovarlez, Frdric Pascal |
| 2008 | IGARSS | Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. | Gabriel Vasile, Jean Philippe Ovarlez, Frdric Pascal, Celine Tison, Lionel Bombrun, Michel Gay, Emmanuel Trouv |
| 2005 | ICASSP | Theoretical analysis of an improved covariance matrix estimator in non-Gaussian noise [radar detection applications]. | Frdric Pascal, Philippe Forster, Jean Philippe Ovarlez, Pascal Larzabal |