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Stefano Sarao Mannelli
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Stefano Sarao Mannelli22 visible / 22 total nodes / 80 links

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Related contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalRelated contextStefano Sarao MannelliAStefano Sarao MannelliResearcherPosition: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource CommunitiesWPosition: the Stochasti...preprint / 2026The Interplay of Data Structure and Imbalance in the Learning Dynamics of Diffusion ModelsWThe Interplay of Data S...preprint / 2026Chenxiao MaAChenxiao MaResearcherDevon JarvisADevon JarvisResearcherRichard KleinARichard KleinResearcherBenjamin RosmanABenjamin RosmanResearcherSteven JamesASteven JamesResearcherFlavio NicolettiAFlavio NicolettiResearcherEnrico VenturaAEnrico VenturaResearcherLuca SagliettiALuca SagliettiResearcherMachine LearningTMachine Learning49008 worksComplex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase RetrievalWComplex Dynamics in Sim...preprint / 2020Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor ModelsWPassed & Spurious: Desc...preprint / 2020Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor ModelWWho is Afraid of Big Ba...preprint / 2020Marvels and Pitfalls of the Langevin Algorithm in Noisy High-dimensional InferenceWMarvels and Pitfalls of...preprint / 2020Thresholds of descending algorithms in inference problemsWThresholds of descendin...preprint / 2020cond-mat.dis-nnTcond-mat.dis-nn2192 worksComputation and LanguageTComputation and Language14115 workscs.CYTcs.CY4196 worksMaslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node ActivationWMaslow's Hammer for Cat...preprint / 2022Post-Workshop Report on Science meets Engineering in Deep Learning, NeurIPS 2019, VancouverWPost-Workshop Report on...preprint / 2020
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Stefano Sarao Mannelli

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PersonChenxiao MaCo-authorship / ResearcherPersonDevon JarvisCo-authorship / ResearcherPersonRichard KleinCo-authorship / ResearcherPersonBenjamin RosmanCo-authorship / ResearcherPersonSteven JamesCo-authorship / ResearcherPersonFlavio NicolettiCo-authorship / ResearcherPersonEnrico VenturaCo-authorship / ResearcherPersonLuca SagliettiCo-authorship / Researcher

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