Antoine Souloumiac

56 papers A 1B 2Misc 9Journal 26Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Optimal Transport for Domain Adaptation through Gaussian Mixture Models. Trans. Mach. Learn. Res. Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2025	J	`jnl`	Recent Advances in Optimal Transport for Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2024	J	`jnl`	An Information Theoretic Condition for Perfect Reconstruction. Entropy Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac
2024	J	`jnl`	Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. CoRR Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler
2024	Misc	`conf`	Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler
2024	J	`jnl`	Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2024	—	`conf`	Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. ECML/PKDD (6) Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac
2024	Misc	`conf`	Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2024	—	`conf`	Non-Negative Matrix Factorization of SWATH DIA Data Improves Global Metabolite Identification. EUSIPCO Diana Karaki, Sylvain Dechaumet, Annelaure Damont, Benoit Colsch, François Fenaille, Antoine Souloumiac, Etienne A. Thévenot
2024	J	`jnl`	Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2024	—	`conf`	Towards a Perfect Reconstruction Theory. EUSIPCO Olivier Rioul, Antoine Souloumiac
2023	J	`jnl`	An information theoretic necessary condition for perfect reconstruction. CoRR Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac
2023	J	`jnl`	Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler
2023	A	`conf`	Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2023	J	`jnl`	Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes. CoRR Eduardo Fernandes Montesuma, Michela Mulas, Fred Maurice Ngolè Mboula, Francesco Corona, Antoine Souloumiac
2023	J	`jnl`	Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2023	J	`jnl`	Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2023	J	`jnl`	Recent Advances in Optimal Transport for Machine Learning. CoRR Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
2022	—	`conf`	Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features. AI*IA Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2022	J	`jnl`	Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2022	J	`jnl`	Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2021	J	`jnl`	Decoding ECoG signal into 3D hand translation using deep learning. CoRR Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
2019	—	`conf`	A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion. EUSIPCO Antoine Souloumiac
2019	Misc	`conf`	Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie
2018	J	`jnl`	On the Needs for Rotations in Hypercubic Quantization Hashing. CoRR Anne Morvan, Antoine Souloumiac, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif
2018	Misc	`conf`	Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. ICASSP Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif
2017	J	`jnl`	Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization. CoRR Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif
2016	J	`jnl`	Application of non-negative matrix factorization to LC/MS data. Signal Process. Jérémy Rapin, Antoine Souloumiac, Jérôme Bobin, Anthony Larue, Christophe Junot, Minale Ouethrani, Jean-Luc Starck
2016	—	`conf`	Nonparametric estimation of a shot-noise process. SSP Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac
2014	J	`jnl`	Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone. IEEE Trans. Signal Process. Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
2013	—	`conf`	Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity. ICIAP (2) Olexiy Kyrgyzov, Isabelle Bloch, Yuan Yang, Joe Wiart, Antoine Souloumiac
2013	Misc	`conf`	Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. ICASSP Antoine Souloumiac, Bertrand Rivet
2013	J	`jnl`	Multivariate Temporal Dictionary Learning for EEG CoRR Quentin Barthélemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars
2013	J	`jnl`	Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis. Signal Process. Bertrand Rivet, Antoine Souloumiac
2012	B	`conf`	Adaptive EEG artifact rejection for cognitive games. ICMI Olexiy Kyrgyzov, Antoine Souloumiac
2012	—	`conf`	Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images. LVA/ICA Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
2012	Misc	`conf`	Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources. ICASSP Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
2012	—	`conf`	Weighted NMF for high-resolution mass spectrometry analysis. EUSIPCO Rémi Dubroca, Christophe Junot, Antoine Souloumiac
2011	—	`conf`	A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems. EUSIPCO Antoine Souloumiac
2011	Misc	`conf`	Regularized Gradient algorithm for Non-Negative Independent Component Analysis. ICASSP Wendyam Serge Boris Ouedraogo, Meriem Jaïdane, Antoine Souloumiac, Christian Jutten
2011	J	`jnl`	Single trial variability in brain-computer interfaces based on motor imagery: Learning in the presence of labeling noise. Int. J. Imaging Syst. Technol. Cédric Gouy-Pailler, Michèle Sebag, Anthony Larue, Antoine Souloumiac
2011	—	`conf`	Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI. EUSIPCO Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout
2010	—	`conf`	Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization. LVA/ICA Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Christian Jutten
2009	J	`jnl`	Nonorthogonal joint diagonalization by combining givens and hyperbolic rotations. IEEE Trans. Signal Process. Antoine Souloumiac
2009	B	`conf`	Sensors selection for P300 speller brain computer interface. ESANN Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand
2009	J	`jnl`	xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain-Computer Interface. IEEE Trans. Biomed. Eng. Bertrand Rivet, Antoine Souloumiac, Virginie Attina, Guillaume Gibert
2008	—	`conf`	"P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters. EUSIPCO Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina
2008	—	`conf`	Blind source separation approaches to remove imaging artefacts in EEG signals recorded simultaneously with FMRI. EUSIPCO Bertrand Rivet, Guillaume Flandin, Antoine Souloumiac, Jean-Baptiste Poline
2008	—	`conf`	Newalgorithm for nonnegative matrix factorization using givens parameterization. EUSIPCO El Mostafa Fadaili, Antoine Souloumiac
2007	J	`jnl`	Statistical Pileup Correction Method for HPGe Detectors. IEEE Trans. Signal Process. Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines
2006	—	`conf`	Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. ICASSP (3) Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu
2005	—	`conf`	Pile-up correction algorithms for nuclear spectrometry. ICASSP (4) Thomas Trigano, Thomas Dautremer, Eric Barat, Antoine Souloumiac
1996	Misc	`conf`	Improved estimation of minimum variance beamformer with small number of samples. ICASSP Antoine Souloumiac
1996	J	`jnl`	Jacobi Angles for Simultaneous Diagonalization. SIAM J. Matrix Anal. Appl. Jean-François Cardoso, Antoine Souloumiac
1995	Misc	`conf`	Blind source detection and separation using second order non-stationarity. ICASSP Antoine Souloumiac
1993	—	`conf`	Improvement in non-Gaussian jammers rejection with a non-linear spatial filter. ICASSP (5) Antoine Souloumiac, Pascal Chevalier, Cédric Demeure