Konstantin Usevich
63
Documents
Publications
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Identifiabilité de modèles tensoriels couplés pour l'estimation de lois de probabilité discrèteXXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2023, Aug 2023, Grenoble, France
Communication dans un congrès
hal-04331860v1
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Low-rank updates of pre-trained weights for multi-task learningFindings of the Association for Computational Linguistics, ACL 2023, Jul 2023, Toronto, Canada. pp.7544-7554, ⟨10.18653/v1/2023.findings-acl.476⟩
Communication dans un congrès
hal-04360908v1
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Tensor-based two-layer decoupling of multivariate polynomial maps31st European Signal Processing Conference, EUSIPCO 2023, Sep 2023, Helsinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289900⟩
Communication dans un congrès
hal-04360913v1
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Coupled CP tensor decomposition with shared and distinct components for multi-task Fmri data fusionInternational Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Jun 2023, Rhodes Island, Greece. ⟨10.1109/ICASSP49357.2023.10096241⟩
Communication dans un congrès
hal-04135339v1
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Reconstruction de phase polarimétriqueXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03726816v1
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Factorisation tensorielle couplée en termes de rangs (L, L, 1) : application conjointe à la super-résolution hyperspectrale et au démélange en présence de variabilité spectraleXXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03689360v1
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Mesures d'indépendance dans des rkHs en limite plateGRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03702856v1
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Une approche tensorielle pour entrainer des réseaux de neurones flexiblesXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03921092v1
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Factorisation couplée de tenseurs pour l'analyse de données de cytométrie en fluxXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03718288v1
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Coupled tensor factorization for flow cytometry data analysis32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Aug 2022, Xi'an, China
Communication dans un congrès
hal-03718437v1
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Tensor-based image fusion accounting for inter-image variability: Recoverability and algorithmsXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03777569v1
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Coupled tensor models accounting for inter-image variability55th Asilomar Conference on Signals, Systems, and Computers, Oct 2021, Pacific Grove, France. pp.1586-1590, ⟨10.1109/IEEECONF53345.2021.9723178⟩
Communication dans un congrès
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Learning nonlinearities in the decoupling problem with structured CPD19th IFAC Symposium on System Identification, SYSID 2021, Jul 2021, Padova (virtual), Italy
Communication dans un congrès
hal-03223831v1
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Low-rank tensor recovery for Jacobian-based Volterra identification of parallel Wiener-Hammerstein systems19th IFAC Symposium on System Identification, SYSID 2021, Jul 2021, Padova (virtual), Italy
Communication dans un congrès
hal-03349340v1
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Tensor-based approach for training flexible neural networks55th Asilomar Conference on Signals, Systems and Computers, Oct 2021, Pacific Grove, CA, United States
Communication dans un congrès
hal-03518648v1
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On Cramér-Rao lower bounds with random equality constraintsICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelone (virtual), Spain. ⟨10.1109/ICASSP40776.2020.9054031⟩
Communication dans un congrès
hal-02486600v1
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On the convergence of Jacobi-type algorithms for Independent Component AnalysisSAM 2020 - 11th Sensor Array and Multichannel Signal Processing Workshop, Jun 2020, Hangzhou (virtual), China. ⟨10.1109/SAM48682.2020.9104331⟩
Communication dans un congrès
hal-02994725v1
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Approches tensorielles couplées pour la fusion aveugle d'images multispectrale et hyperspectraleXXVIIème Colloque francophone de traitement du signal et des images, GRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02282433v1
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Performance bounds for coupled CP model in the framework of hyperspectral super-resolutionCAMSAP 2019 - IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, Guadeloupe, France. ⟨10.1109/CAMSAP45676.2019.9022504⟩
Communication dans un congrès
hal-02303132v2
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Coupled tensor low-rank multilinear approximation for hyperspectral super-resolutionICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683619⟩
Communication dans un congrès
hal-02025385v1
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Software package for mosaic-Hankel structured low-rank approximation58th IEEE Conference on Decision and Control, CDC 2019, Dec 2019, Nice, France. pp.7165-7170
Communication dans un congrès
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Characterization of finite signals with low-rank STFTIEEE Statistical Signal Processing Workshop, SSP 2018, Jun 2018, Freiburg, Germany. ⟨10.1109/SSP.2018.8450745⟩
Communication dans un congrès
hal-01717931v2
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Convex optimization for matrix completion with application to forecasting14th International Global Optimization Workshop, LeGO 2018, Sep 2018, Leiden, Netherlands. pp.020042, ⟨10.1063/1.5090009⟩
Communication dans un congrès
hal-02402057v1
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High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.47-56, ⟨10.1007/978-3-319-53547-0_5⟩
Communication dans un congrès
hal-01576895v1
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Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: the rank-one caseEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
Communication dans un congrès
hal-01288994v2
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Canonical polyadic decomposition of hyperspectral patch tensorsEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.2176-2180, ⟨10.1109/EUSIPCO.2016.7760634⟩
Communication dans un congrès
hal-01382362v1
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A polynomial formulation for joint decomposition of symmetric tensors of different ordersLVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. pp.8
Communication dans un congrès
hal-01168992v1
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Structured Matrix Completion: a Convex RelaxationGRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. pp.4
Communication dans un congrès
hal-01168981v1
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Adjusted least squares estimator for algebraic hypersurface fittingSLA 2014 - 6th Conference on Structured Numerical Linear and Multilinear Algebra: Analysis, Algorithms and Applications, Sep 2014, Kalamata, Greece
Communication dans un congrès
hal-01066930v1
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A Tour of Constrained Tensor Canonical Polyadic Decomposition[Research Report] GIPSA-lab. 2016
Rapport
hal-01311795v1
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