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Francis Bach
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Francis Bach26 visible / 26 total nodes / 80 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipRelated contextWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalFrancis BachAFrancis BachResearcherA Spectral Framework for Closed-Form Relative Density EstimationWA Spectral Framework fo...preprint / 2026Explaining and Preventing Alignment Collapse in Iterative RLHFWExplaining and Preventi...preprint / 2026Super-Level-Set Regression: Conditional Quantiles via Volume MinimizationWSuper-Level-Set Regress...preprint / 2026Differentiable latent structure discovery for interpretable forecasting in clinical time seriesWDifferentiable latent s...preprint / 2026Michael I. JordanAMichael I. JordanResearcherMachine LearningTMachine Learning49008 worksSacha BraunASacha BraunResearcherEtienne GauthierAEtienne GauthierResearcherIvan LernerAIvan LernerResearcherJean FeydyAJean FeydyResearcherAlexandre KalimouttouAAlexandre KalimouttouResearcherAnita BurgunAAnita BurgunResearcherInformation Theory with Kernel MethodsWInformation Theory with...preprint / 2022Optimization with Sparsity-Inducing PenaltiesWOptimization with Spars...preprint / 2011On the Effectiveness of Richardson Extrapolation in Machine LearningWOn the Effectiveness of...preprint / 2020Convex Relaxations for Subset SelectionWConvex Relaxations for ...preprint / 2010Structured sparsity-inducing norms through submodular functionsWStructured sparsity-ind...preprint / 2010Convex Analysis and Optimization with Submodular Functions: a TutorialWConvex Analysis and Opt...preprint / 2010Shaping Level Sets with Submodular FunctionsWShaping Level Sets with...preprint / 2011Structured sparsity through convex optimizationWStructured sparsity thr...preprint / 2012math.OCTmath.OC9232 worksmath.STTmath.ST3384 worksArtificial IntelligenceTArtificial Intelligence22915 worksApplicationsTApplications3567 worksMethodologyTMethodology5119 works
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Francis Bach

Researcher

PaperA Spectral Framework for Closed-Form Relative Density EstimationAuthorship / preprint / 2026PaperExplaining and Preventing Alignment Collapse in Iterative RLHFAuthorship / preprint / 2026PaperSuper-Level-Set Regression: Conditional Quantiles via Volume MinimizationAuthorship / preprint / 2026PersonMichael I. JordanCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPersonSacha BraunCo-authorship / ResearcherPersonEtienne GauthierCo-authorship / ResearcherPersonIvan LernerCo-authorship / Researcher

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