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Simona Cocco
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Simona Cocco17 visible / 17 total nodes / 34 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalSimona CoccoASimona CoccoResearcherSpherical Boltzmann machines: a solvable theory of learning and generation in energy-based modelsWSpherical Boltzmann mac...preprint / 2026Thomas TulinskiAThomas TulinskiResearcherRémi MonassonARémi MonassonResearcherJorge Fernandez-De-Cossio-DiazAJorge Fernandez-De-Coss...ResearcherStatistical-physics approaches to RNA molecules, families and networksWStatistical-physics app...preprint / 2022From principal component to direct coupling analysis of coevolution in proteins: Low-eigenvalue modes are needed for structure predictionWFrom principal componen...preprint / 2013High-Dimensional Inference with the generalized Hopfield Model: Principal Component Analysis and CorrectionsWHigh-Dimensional Infere...preprint / 2011Adaptive cluster expansion for the inverse Ising problem: convergence, algorithm and testsWAdaptive cluster expans...preprint / 2011Stochastic Ratchet Mechanisms for Replacement of Proteins Bound to DNAWStochastic Ratchet Mech...preprint / 2014Adaptive Cluster Expansion for Inferring Boltzmann Machines with Noisy DataWAdaptive Cluster Expans...preprint / 2011Machine LearningTMachine Learning49008 worksGaussian Closure Scheme in the Quasi-Linkage Equilibrium Regime of Evolving Genome PopulationsWGaussian Closure Scheme...preprint / 2020Fast Inference of Interactions in Assemblies of Stochastic Integrate-and-Fire Neurons from Spike RecordingsWFast Inference of Inter...preprint / 2011On the trajectories and performance of Infotaxis, an information-based greedy search algorithmWOn the trajectories and...preprint / 2011Dynamical modelling of molecular constructions and setups for DNA unzippingWDynamical modelling of ...preprint / 2008Learning probabilities from random observables in high dimensions: the maximum entropy distribution and othersWLearning probabilities ...preprint / 2015
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Simona Cocco

Researcher

PaperSpherical Boltzmann machines: a solvable theory of learning and generation in energy-based modelsAuthorship / preprint / 2026PersonThomas TulinskiCo-authorship / ResearcherPersonRémi MonassonCo-authorship / ResearcherPersonJorge Fernandez-De-Cossio-DiazCo-authorship / ResearcherPaperStatistical-physics approaches to RNA molecules, families and networksAuthorship / preprint / 2022PaperFrom principal component to direct coupling analysis of coevolution in proteins: Low-eigenvalue modes are needed for structure predictionAuthorship / preprint / 2013PaperHigh-Dimensional Inference with the generalized Hopfield Model: Principal Component Analysis and CorrectionsAuthorship / preprint / 2011PaperAdaptive cluster expansion for the inverse Ising problem: convergence, algorithm and testsAuthorship / preprint / 2011

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