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Lorenzo Rosasco
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Related contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipRelated contextWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalLorenzo RosascoALorenzo RosascoResearcherDynamic robotic cloth folding with efficient Koopman operator-based model predictive controlWDynamic robotic cloth f...preprint / 2026SGD for Variational Inference: Tackling Unbounded Variance via Preconditioning and Dynamic BatchingWSGD for Variational Inf...preprint / 2026Edoardo CaldarelliAEdoardo CaldarelliResearcherFranco ColtraroAFranco ColtraroResearcherAdrià ColoméAAdrià ColoméResearcherCarme TorrasACarme TorrasResearcherCesare MolinariACesare MolinariResearcherHippolyte LabarrièreAHippolyte LabarrièreResearcherSilvia VillaASilvia VillaResearcherMachine LearningTMachine Learning49008 worksmath.OCTmath.OC9232 worksNonparametric sparsity and regularizationWNonparametric sparsity ...preprint / 2012Learning with incremental iterative regularizationWLearning with increment...preprint / 2015A Stochastic forward-backward splitting method for solving monotone inclusions in Hilbert spacesWA Stochastic forward-ba...preprint / 2015Stochastic inertial primal-dual algorithmsWStochastic inertial pri...preprint / 2015A stochastic inertial forward-backward splitting algorithm for multivariate monotone inclusionsWA stochastic inertial f...preprint / 2015A first-order stochastic primal-dual algorithm with correction stepWA first-order stochasti...preprint / 2016Convergence of Stochastic Proximal Gradient AlgorithmWConvergence of Stochast...preprint / 2014RoboticsTRobotics7585 worksmath.DSTmath.DS4970 worksHyperbolic Manifold RegressionWHyperbolic Manifold Reg...preprint / 2020A General Framework for Consistent Structured Prediction with Implicit Loss EmbeddingsWA General Framework for...preprint / 2020Kernels for Vector-Valued Functions: a ReviewWKernels for Vector-Valu...preprint / 2012
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Lorenzo Rosasco

Researcher