A. Souloumiac

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Aliases
A. Souloumiac, Antoine Souloumiac
Publication record
64 papers · 5,596 citations · H-index 17

PAPERS

An information theoretic necessary condition for perfect reconstruction
20230 citationsauthor #5
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
20236 citationsauthor #5
Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process
20236 citationsauthor #5
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning
20235 citationsauthor #3
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space
202315 citationsauthor #3
Recent Advances in Optimal Transport for Machine Learning
202378 citationsauthor #3
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance
202216 citationsauthor #3
Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features
20224 citationsauthor #3
Decoding ECoG signal into 3D hand translation using deep learning
202136 citationsauthor #3
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm
20190 citationsauthor #3
A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion
20191 citationsauthor #1
On the Needs for Rotations in Hypercubic Quantization Hashing
20181 citationsauthor #2
Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization
20171 citationsauthor #2
Application of non-negative matrix factorization to LC/MS data
201612 citationsauthor #2
Nonparametric estimation of a shot-noise process
20163 citationsauthor #4
Nonparametric estimation of mark's distribution of an exponential Shot-noise process
201512 citationsauthor #4
Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone
201427 citationsauthor #2
Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity
20133 citationsauthor #5
Multivariate Temporal Dictionary Learning for EEG
201342 citationsauthor #4
A robust geometrical method for blind separation of noisy mixtures of non-negatives sources
20130 citationsauthor #2
Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis
201343 citationsauthor #2
Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters
20137 citationsauthor #1
Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images
201210 citationsauthor #2
Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources
201212 citationsauthor #2
Adaptive EEG artifact rejection for cognitive games
20124 citationsauthor #2
Weighted NMF for high-resolution mass spectrometry analysis
201212 citationsauthor #3
Information bounds and MCMC parameter estimation for the pile-up model
20118 citationsauthor #3
A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems
20112 citationsauthor #1
Regularized Gradient algorithm for Non-Negative Independent Component Analysis
20112 citationsauthor #3
Single trial variability in brain–computer interfaces based on motor imagery: Learning in the presence of labeling noise
20114 citationsauthor #4
Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI
201145 citationsauthor #3
Ensemble learning for brain computer-interface using uncooperative democratic echo state communities
20103 citationsauthor #3
Algorithm to Enhance Evoked Potentials : Application to Brain Computer Interface
201010 citationsauthor #2
SABIN: A Resampling-Based Learning Algorithm for Idle State Identification in Asynchronous Brain-Computer Interfaces
20103 citationsauthor #4
A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures
20103 citationsauthor #3
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization
201015 citationsauthor #2
Information bounds andMCMCparameter estimation for the pile-upmodel
20100 citationsauthor #4
Nonorthogonal Joint Diagonalization by Combining Givens and Hyperbolic Rotations
2009114 citationsauthor #1
Joint diagonalization: Is non-orthogonal always preferable to orthogonal?
200921 citationsauthor #1
Sensor selection for P300 speller brain computer interface
20097 citationsauthor #2
Comparison of Eight Methods for the Estimation of the Image-Derived Input Function in Dynamic [18F]-FDG PET Human Brain Studies
2009101 citationsauthor #5
xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain–Computer Interface
2009554 citationsauthor #2
Blind source separation approaches to remove imaging artefacts in EEG signals recorded simultaneously with FMRI
20080 citationsauthor #3
“P300 speller” Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters
200833 citationsauthor #2
Newalgorithm for nonnegative matrix factorization using givens parameterization
20080 citationsauthor #2
Extraction de potentiels évoqués P300 p our les interfaces cerveau-machine
20075 citationsauthor #2
Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces
200715 citationsauthor #6
Subspace estimation approach to P300 detection and application to Brain-Computer Interface
200712 citationsauthor #2
Statistical Pileup Correction Method for HPGe Detectors
200720 citationsauthor #2
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction
20060 citationsauthor #4
Apparatus and method for characterizing an elementary particle counting system
20060 citationsauthor #1
Non parametric inference for pile-up correction in nuclear spectrometry
20051 citationsauthor #2
Nonparametric inference of photon energy distribution from indirect measurement
200511 citationsauthor #3
Pile-up correction algorithms for nuclear spectrometry
200512 citationsauthor #4
A new system for in-core wide range neutron monitoring
200417 citationsauthor #6
Mains electricity meter has adaptive Infinite Impulse Response filter frequency estimation
20010 citationsauthor #1
Jacobi Angles for Simultaneous Diagonalization
1996948 citationsauthor #2
Improved estimation of minimum variance beamformer with small number of samples
19965 citationsauthor #1
Blind source detection and separation using second order non-stationarity
199578 citationsauthor #1
An efficient technique for the blind separation of complex sources
199379 citationsauthor #2
Performances en séparation de sources
199313 citationsauthor #1
Improvement in non-Gaussian jammers rejection with a non-linear spatial filter
199310 citationsauthor #1
Blind beamforming for non-gaussian signals
19933,073 citationsauthor #2
COMPARAISONS DE METHODES DE SEPARATION DE SOURCES
199123 citationsauthor #1

TIMELINE

1991 23 citations

1993 3,175 citations

1995 78 citations

1996 953 citations

2001 0 citations

2004 17 citations

2005 24 citations

2006 0 citations

2007 52 citations

2008 33 citations

2009 797 citations

2010 34 citations

2011 61 citations

2012 38 citations

2013 95 citations

2014 27 citations

2015 12 citations

2016 15 citations

2017 1 citations

2018 1 citations

2019 1 citations

2021 36 citations

2022 20 citations

2023 110 citations

A. Souloumiac

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PAPERS

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