BMWs publications
| hal-03576005v1
Conference Proceedings
Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨10.1109/icassp43922.2022.9746697⟩ |
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| hal-04383981v1
Conference Proceedings
Estimation du MAP Marginal d'un signal Bernoulli-Gaussien: une approche par relaxation continue GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4 |
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| hal-05288460v1
Conference Proceedings
Convolutive Sparse Decomposition in Inverse Problems: A Sensor Space Approach SampTA 2025 - International Conference on Sampling Theory and Applications, Jul 2025, Vienne, Austria. ⟨10.1109/SampTA64769.2025.11133530⟩ |
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| hal-04558288v2
Preprint
Combining spatial wavelets and sparse Bayesian learning for extended brain sources reconstruction 2024 |
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| hal-04383978v1
Conference Proceedings
Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach EUSIPCO 2023 - the 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1833-1837, ⟨10.23919/EUSIPCO58844.2023.10289911⟩ |
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| hal-04542061v2
Journal article
LEMUR: Latent EM Unsupervised Regression for Sparse Inverse Problems IEEE Transactions on Signal Processing, 2025, 73, pp.2087-2098. ⟨10.1109/TSP.2025.3565018⟩ |
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| hal-05104321v1
Conference Proceedings
Stability estimates for adaptive focused time-frequency transforms Sampling Theory and Applications (SampTA), Philipp Grohs; Nicki Holighaus; Günther Koliander; José Luis Romero; Irina Shafkulovska, Jul 2025, Vienna, Austria |
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| hal-04608586v1
Conference Proceedings
From Convolutional Sparse Coding To *-NMF Factorization of Time-Frequency Coefficients ICASSP 2024 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Séoul, South Korea. pp.5530-5534, ⟨10.1109/ICASSP48485.2024.10447466⟩ |
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| hal-04077697v2
Conference Proceedings
Comparaison de solutions à base d'ondelettes spatiales pour le problème inverse M/EEG GRETSI 2023, XXIXème Colloque Francophone de Traitement des Signaux et des Images, Oct 2023, Grenoble, France |
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| hal-05130740v1
Conference Proceedings
Revisiting CHAMPAGNE: Sparse Bayesian Learning as Reweighted Sparse Coding SampTA 2025 - International Conference on Sampling Theory and Applications, Jul 2025, Vienna, Austria. ⟨10.1109/SampTA64769.2025.11133512⟩ |
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| hal-05131853v1
Poster
Spectral graph wavelets penalization for M/EEG distributed inverse problem Applied Harmonic Analysis and Friends, Jun 2022, Strobl, Austria |
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| hal-05131885v1
Poster
Solutions à base d’ondelettes spatiales pour le problème inverse M/EEG XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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| hal-03718426v1
Conference Proceedings
Estimation des paramètres d'un prior Bernoulli-Gaussien en problèmes inverses GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France |
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| hal-04141372v1
Conference Proceedings
Sparse wavelet-based solutions for the M/EEG inverse problem Sampling Theory and Applications (SampTA) 2023, Smita Krishnaswamy, Bastian Rieck, Ian Adelstein and Guy Wolf, Jul 2023, New Haven (Yale University), United States |
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| hal-05324467v1
Journal article
Classification of magnetoencephalographic independent components in epilepsy by machine learning Clinical Neurophysiology, 2025, 180, pp.2111377. ⟨10.1016/j.clinph.2025.2111377⟩ |