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David M. Blei
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David M. Blei15 visible / 15 total nodes / 26 links

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Co-authorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalDavid M. BleiADavid M. BleiResearcherYuli SlavutskyAYuli SlavutskyResearcherSupervised Topic ModelsWSupervised Topic Modelspreprint / 2010Distance Dependent Chinese Restaurant ProcessesWDistance Dependent Chin...preprint / 2011Machine LearningTMachine Learning49008 worksRobust Representation Learning through Explicit Environment ModelingWRobust Representation L...preprint / 2026Posterior Collapse and Latent Variable Non-identifiabilityWPosterior Collapse and ...preprint / 2023Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural TransportWTransport Score Climbin...preprint / 2022Variational Bayes under Model MisspecificationWVariational Bayes under...preprint / 2020Towards Clarifying the Theory of the DeconfounderWTowards Clarifying the ...preprint / 2020Syntactic Topic ModelsWSyntactic Topic Modelspreprint / 2010Hierarchical relational models for document networksWHierarchical relational...preprint / 2010Dirichlet Process Mixtures of Generalized Linear ModelsWDirichlet Process Mixtu...preprint / 2010A Split-Merge MCMC Algorithm for the Hierarchical Dirichlet ProcessWA Split-Merge MCMC Algo...preprint / 2012A Tutorial on Bayesian Nonparametric ModelsWA Tutorial on Bayesian ...preprint / 2011
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David M. Blei

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PersonYuli SlavutskyCo-authorship / ResearcherPaperSupervised Topic ModelsAuthorship / preprint / 2010PaperDistance Dependent Chinese Restaurant ProcessesAuthorship / preprint / 2011TopicMachine LearningWorks on / 49008 worksPaperRobust Representation Learning through Explicit Environment ModelingAuthorship / preprint / 2026PaperPosterior Collapse and Latent Variable Non-identifiabilityAuthorship / preprint / 2023PaperTransport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural TransportAuthorship / preprint / 2022PaperVariational Bayes under Model MisspecificationAuthorship / preprint / 2020

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