Antoine Souloumiac

Fabiola Espinoza Castellon

CoRR, 2024

Optimal Transport for Domain Adaptation through Gaussian Mixture Models.

[BibT_eX]

[DOI]

CoRR, 2024

Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport.

[BibT_eX]

[DOI]

Fred Ngolè Mboula

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning.

[BibT_eX]

[DOI]

Fabiola Espinoza Castellon

Proceedings of the IEEE International Conference on Acoustics, 2024

Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation.

[BibT_eX]

[DOI]

Aurélien Mayoue

Cédric Gouy-Pailler

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards a Perfect Reconstruction Theory.

[BibT_eX]

[DOI]

Olivier Rioul

Fabiola Espinosa Castellon

Proceedings of the 32nd European Signal Processing Conference, 2024

Non-Negative Matrix Factorization of SWATH DIA Data Improves Global Metabolite Identification.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation.

[BibT_eX]

[DOI]

Aurélien Mayoue

Cédric Gouy-Pailler

CoRR, 2023

Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes.

[BibT_eX]

[DOI]

Michela Mulas

Francesco Corona

CoRR, 2023

Recent Advances in Optimal Transport for Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

An information theoretic necessary condition for perfect reconstruction.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

Decoding ECoG signal into 3D hand translation using deep learning.

[BibT_eX]

[DOI]

CoRR, 2021

2019

Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

On the Needs for Rotations in Hypercubic Quantization Hashing.

[BibT_eX]

[DOI]

Anne Morvan

Krzysztof Choromanski

Cédric Gouy-Pailler

Jamal Atif

CoRR, 2018

Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Application of non-negative matrix factorization to LC/MS data.

[BibT_eX]

[DOI]

Signal Process., 2016

Nonparametric estimation of a shot-noise process.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2014

Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

2013

Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis.

[BibT_eX]

[DOI]

Bertrand Rivet

Signal Process., 2013

Multivariate Temporal Dictionary Learning for EEG

[BibT_eX]

[DOI]

CoRR, 2013

Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters.

[BibT_eX]

[DOI]

Bertrand Rivet

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Adaptive EEG artifact rejection for cognitive games.

[BibT_eX]

[DOI]

Olexiy Kyrgyzov

Proceedings of the International Conference on Multimodal Interaction, 2012

Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Weighted NMF for high-resolution mass spectrometry analysis.

[BibT_eX]

[DOI]

Rémi Dubroca

Christophe Junot

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Single trial variability in brain-computer interfaces based on motor imagery: Learning in the presence of labeling noise.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2011

Regularized Gradient algorithm for Non-Negative Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Nonorthogonal joint diagonalization by combining givens and hyperbolic rotations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Sensors selection for P300 speller brain computer interface.

[BibT_eX]

[DOI]

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

"P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters.

[BibT_eX]

[DOI]

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

Blind source separation approaches to remove imaging artefacts in EEG signals recorded simultaneously with FMRI.

[BibT_eX]

[DOI]

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

Newalgorithm for nonnegative matrix factorization using givens parameterization.

[BibT_eX]

[DOI]

El Mostafa Fadaili

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

2007

Statistical Pileup Correction Method for HPGe Detectors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

2006

Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction.

[BibT_eX]

[DOI]

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

2005

Pile-up correction algorithms for nuclear spectrometry.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

1996

Jacobi Angles for Simultaneous Diagonalization.

[BibT_eX]

[DOI]

Jean-François Cardoso

SIAM J. Matrix Anal. Appl., 1996

Improved estimation of minimum variance beamformer with small number of samples.

[BibT_eX]

[DOI]

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Blind source detection and separation using second order non-stationarity.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1993

Improvement in non-Gaussian jammers rejection with a non-linear spatial filter.

[BibT_eX]

[DOI]