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Low-regret control of singular distributed systems: the ill-posed backwards h...
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Proximal Splitting Derivatives for Risk Estimation
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Super-resolution in map-making based on a physical instrument model and regul...
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Differential geometry of vector bundles and Clifford algebras applied to mult...
This thesis is devoted to supply applications of Clifford algebras to multichannel image processing. Moreover, we introduce the use of vector bundles framework in... -
Detecting Outliers in High-Dimensional Neuroimaging Datasets with Robust Cova...
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Inverse problems for the determination of traction forces by cells on a subst...
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Joint Estimation and Smoothing of Clinical DT-MRI with a Log-Euclidean Metric
Diffusion tensor MRI is an imaging modality that is gaining importance in clinical applications. However, in a clinical environment, data has to be acquired rapidly at... -
Elastic electron scattering using the finite element method. Forward and inve...
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Using mesh adaption for the identification of a spatial field of material pro...
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On the regularization of the sum of two maximal monotone operators
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Estimating hyperparameters and instrument parameters in regularized inversion...
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On the difference on two maximal monotone operators: Regularization and algor...
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Séparation paramétrique des ondes en sismique
This study is devoted to seismic waves separation which consist of the principal seismic treatment before any physical interpretation. In the first part of this work,... -
Regularization of inverse problems in image processing
Rédaction : fin 2011. Soutenance : mars 2012. -
Spatial regularization of SVM for the detection of diffusion alterations asso...
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A Note on k-support Norm Regularized Risk Minimization
The k-support norm has been recently introduced to perform correlated sparsity regularization. Although Argyriou et al. only reported experiments using squared loss,... -
Reconstruction of nonstationary sound fields based on time domain plane wave ...
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Acoustical inverse problems regularization: direct definition of filter facto...
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