default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAntoine Souloumiac
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j10]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Recent Advances in Optimal Transport for Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 1161-1180 (2025)- 2024
- [j9]Idris Delsol, Olivier Rioul
, Julien Béguinot, Victor Rabiet, Antoine Souloumiac:
An Information Theoretic Condition for Perfect Reconstruction. Entropy 26(1): 86 (2024) - [c30]Diana Karaki, Sylvain Dechaumet, Annelaure Damont, Benoit Colsch, François Fenaille, Antoine Souloumiac, Etienne A. Thévenot:
Non-Negative Matrix Factorization of SWATH DIA Data Improves Global Metabolite Identification. EUSIPCO 2024: 2387-2391 - [c29]Olivier Rioul, Antoine Souloumiac:
Towards a Perfect Reconstruction Theory. EUSIPCO 2024: 2547-2551 - [c28]Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP 2024: 5610-5614 - [c27]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP 2024: 5620-5624 - [c26]Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. ECML/PKDD (6) 2024: 21-38 - [i15]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR abs/2403.13847 (2024) - [i14]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR abs/2404.10261 (2024) - [i13]Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. CoRR abs/2407.11647 (2024) - 2023
- [c25]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI 2023: 1739-1746 - [i12]Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac:
An information theoretic necessary condition for perfect reconstruction. CoRR abs/2306.15540 (2023) - [i11]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Recent Advances in Optimal Transport for Machine Learning. CoRR abs/2306.16156 (2023) - [i10]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR abs/2307.14953 (2023) - [i9]Eduardo Fernandes Montesuma, Michela Mulas, Fred Maurice Ngolè Mboula, Francesco Corona, Antoine Souloumiac:
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes. CoRR abs/2308.11247 (2023) - [i8]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR abs/2309.07666 (2023) - [i7]Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR abs/2309.07670 (2023) - 2022
- [c24]Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova:
Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features. AI*IA 2022: 358-373 - [i6]Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova:
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance. CoRR abs/2209.03789 (2022) - [i5]Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova:
Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features. CoRR abs/2210.02544 (2022) - 2021
- [i4]Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova:
Decoding ECoG signal into 3D hand translation using deep learning. CoRR abs/2110.03528 (2021)
2010 – 2019
- 2019
- [c23]Antoine Souloumiac:
A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion. EUSIPCO 2019: 1-5 - [c22]Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie:
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP 2019: 8212-8216 - 2018
- [c21]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. ICASSP 2018: 2421-2425 - [i3]Anne Morvan, Antoine Souloumiac, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif:
On the Needs for Rotations in Hypercubic Quantization Hashing. CoRR abs/1802.03936 (2018) - 2017
- [i2]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization. CoRR abs/1705.07661 (2017) - 2016
- [j8]Jérémy Rapin, Antoine Souloumiac, Jérôme Bobin, Anthony Larue, Christophe Junot, Minale Ouethrani, Jean-Luc Starck:
Application of non-negative matrix factorization to LC/MS data. Signal Process. 123: 75-83 (2016) - [c20]Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac:
Nonparametric estimation of a shot-noise process. SSP 2016: 1-4 - 2014
- [j7]Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten:
Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone. IEEE Trans. Signal Process. 62(2): 376-389 (2014) - 2013
- [j6]Bertrand Rivet, Antoine Souloumiac:
Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis. Signal Process. 93(2): 387-398 (2013) - [c19]Antoine Souloumiac, Bertrand Rivet:
Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. ICASSP 2013: 1222-1226 - [c18]Olexiy Kyrgyzov, Isabelle Bloch, Yuan Yang, Joe Wiart, Antoine Souloumiac:
Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity. ICIAP (2) 2013: 562-571 - [i1]Quentin Barthélemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars:
Multivariate Temporal Dictionary Learning for EEG. CoRR abs/1303.0742 (2013) - 2012
- [c17]Rémi Dubroca, Christophe Junot, Antoine Souloumiac:
Weighted NMF for high-resolution mass spectrometry analysis. EUSIPCO 2012: 1806-1810 - [c16]Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten:
Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images. LVA/ICA 2012: 494-501 - [c15]Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten:
Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources. ICASSP 2012: 2405-2408 - [c14]Olexiy Kyrgyzov, Antoine Souloumiac:
Adaptive EEG artifact rejection for cognitive games. ICMI 2012: 567-570 - 2011
- [j5]Cédric Gouy-Pailler, Michèle Sebag, Anthony Larue, Antoine Souloumiac:
Single trial variability in brain-computer interfaces based on motor imagery: Learning in the presence of labeling noise. Int. J. Imaging Syst. Technol. 21(2): 148-157 (2011) - [c13]Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout:
Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI. EUSIPCO 2011: 1382-1386 - [c12]Antoine Souloumiac:
A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems. EUSIPCO 2011: 1954-1958 - [c11]Wendyam Serge Boris Ouedraogo, Meriem Jaïdane, Antoine Souloumiac, Christian Jutten:
Regularized Gradient algorithm for Non-Negative Independent Component Analysis. ICASSP 2011: 2524-2527 - 2010
- [c10]Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Christian Jutten:
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization. LVA/ICA 2010: 522-529
2000 – 2009
- 2009
- [j4]Bertrand Rivet, Antoine Souloumiac, Virginie Attina, Guillaume Gibert:
xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain-Computer Interface. IEEE Trans. Biomed. Eng. 56(8): 2035-2043 (2009) - [j3]Antoine Souloumiac:
Nonorthogonal joint diagonalization by combining givens and hyperbolic rotations. IEEE Trans. Signal Process. 57(6): 2222-2231 (2009) - [c9]Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand:
Sensors selection for P300 speller brain computer interface. ESANN 2009 - 2008
- [c8]El Mostafa Fadaili, Antoine Souloumiac:
Newalgorithm for nonnegative matrix factorization using givens parameterization. EUSIPCO 2008: 1-5 - [c7]Bertrand Rivet, Guillaume Flandin, Antoine Souloumiac, Jean-Baptiste Poline:
Blind source separation approaches to remove imaging artefacts in EEG signals recorded simultaneously with FMRI. EUSIPCO 2008: 1-5 - [c6]Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina:
"P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters. EUSIPCO 2008: 1-5 - 2007
- [j2]Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines:
Statistical Pileup Correction Method for HPGe Detectors. IEEE Trans. Signal Process. 55(10): 4871-4881 (2007) - 2006
- [c5]Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu:
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. ICASSP (3) 2006: 592-595 - 2005
- [c4]Thomas Trigano, Thomas Dautremer, Eric Barat, Antoine Souloumiac:
Pile-up correction algorithms for nuclear spectrometry. ICASSP (4) 2005: 441-444
1990 – 1999
- 1996
- [j1]Jean-François Cardoso, Antoine Souloumiac:
Jacobi Angles for Simultaneous Diagonalization. SIAM J. Matrix Anal. Appl. 17(1): 161-164 (1996) - [c3]Antoine Souloumiac:
Improved estimation of minimum variance beamformer with small number of samples. ICASSP 1996: 2872-2875 - 1995
- [c2]Antoine Souloumiac:
Blind source detection and separation using second order non-stationarity. ICASSP 1995: 1912-1915 - 1993
- [c1]Antoine Souloumiac, Pascal Chevalier, Cédric Demeure:
Improvement in non-Gaussian jammers rejection with a non-linear spatial filter. ICASSP (5) 1993: 670-673
Coauthor Index
aka: Fred Ngolè Mboula
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-24 18:10 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
