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Manfred Opper
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Manfred Opper21 visible / 21 total nodes / 61 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipManfred OpperAManfred OpperResearcherVariational Inference for Lévy Process-Driven SDEs via Neural TiltingWVariational Inference f...preprint / 2026Benjamin DupuisABenjamin DupuisResearcherUmut SimsekliAUmut SimsekliResearcherTolga BirdalATolga BirdalResearcherYaman KindapAYaman KindapResearcherPerturbative Corrections for Approximate Inference in Gaussian Latent Variable ModelsWPerturbative Correction...preprint / 2013A Theory of Solving TAP Equations for Ising Models with General Invariant Random MatricesWA Theory of Solving TAP...preprint / 2016Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksComputer VisionTComputer Vision30606 worksRoboticsTRobotics7585 worksExact solution to the random sequential dynamics of a message passing algorithmWExact solution to the r...preprint / 2021A Mathematical Model of Local and Global Attention in Natural Scene ViewingWA Mathematical Model of...preprint / 2020Analysis of Bayesian Inference Algorithms by the Dynamical Functional ApproachWAnalysis of Bayesian In...preprint / 2020An analytically tractable model of neural population activity in the presence of common input explains higher-order correlations and entropyWAn analytically tractab...preprint / 2010Efficient statistical inference for stochastic reaction processesWEfficient statistical i...preprint / 2010Inferring hidden states in a random kinetic Ising model: replica analysisWInferring hidden states...preprint / 2014Learning of couplings for random asymmetric kinetic Ising models revisited: random correlation matrices and learning curvesWLearning of couplings f...preprint / 2015Visualizing the Effects of a Changing Distance on Data Using Continuous EmbeddingsWVisualizing the Effects...preprint / 2016Self-Averaging Expectation PropagationWSelf-Averaging Expectat...preprint / 2016
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Manfred Opper

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PaperVariational Inference for Lévy Process-Driven SDEs via Neural TiltingAuthorship / preprint / 2026PersonBenjamin DupuisCo-authorship / ResearcherPersonUmut SimsekliCo-authorship / ResearcherPersonTolga BirdalCo-authorship / ResearcherPersonYaman KindapCo-authorship / ResearcherPaperPerturbative Corrections for Approximate Inference in Gaussian Latent Variable ModelsAuthorship / preprint / 2013PaperA Theory of Solving TAP Equations for Ising Models with General Invariant Random MatricesAuthorship / preprint / 2016TopicMachine LearningWorks on / 49008 works

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