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Karim Lounici
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Karim Lounici18 visible / 18 total nodes / 37 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipKarim LouniciAKarim LouniciResearcherGeometric Dictionary Learning of Dynamical Systems with Optimal TransportWGeometric Dictionary Le...preprint / 2026Thibaut GermainAThibaut GermainResearcherSami ChemlalASami ChemlalResearcherVladimir R. KosticAVladimir R. KosticResearcherRémi FlamaryARémi FlamaryResearcherMuddling Labels for Regularization, a novel approach to generalizationWMuddling Labels for Reg...preprint / 2021Optimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneouslyWOptimizing generalizati...preprint / 2020Global uniform risk bounds for wavelet deconvolution estimatorsWGlobal uniform risk bou...preprint / 2011Sparse Principal Component Analysis with missing observationsWSparse Principal Compon...preprint / 2012High-dimensional covariance matrix estimation with missing observationsWHigh-dimensional covari...preprint / 2012Optimal spectral norm rates for noisy low-rank matrix completionWOptimal spectral norm r...preprint / 2011Oracle Inequalities and Optimal Inference under Group SparsityWOracle Inequalities and...preprint / 2010Taking Advantage of Sparsity in Multi-Task LearningWTaking Advantage of Spa...preprint / 2009Minimax and adaptive estimation of the Wigner function in quantum homodyne tomography with noisy dataWMinimax and adaptive es...preprint / 2015Machine LearningTMachine Learning49008 worksMeta Representation Learning with Contextual Linear BanditsWMeta Representation Lea...preprint / 2022AdaCap: Adaptive Capacity control for Feed-Forward Neural NetworksWAdaCap: Adaptive Capaci...preprint / 2022
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Karim Lounici

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PaperGeometric Dictionary Learning of Dynamical Systems with Optimal TransportAuthorship / preprint / 2026PersonThibaut GermainCo-authorship / ResearcherPersonSami ChemlalCo-authorship / ResearcherPersonVladimir R. KosticCo-authorship / ResearcherPersonRémi FlamaryCo-authorship / ResearcherPaperMuddling Labels for Regularization, a novel approach to generalizationAuthorship / preprint / 2021PaperOptimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneouslyAuthorship / preprint / 2020PaperGlobal uniform risk bounds for wavelet deconvolution estimatorsAuthorship / preprint / 2011

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