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Pragya Sur
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Pragya Sur16 visible / 16 total nodes / 44 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipPragya SurAPragya SurResearcherSelf-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance ModelsWSelf-Distillation is Op...preprint / 2026Radu LecoiuARadu LecoiuResearcherDebarghya MukherjeeADebarghya MukherjeeResearcherA modern maximum-likelihood theory for high-dimensional logistic regressionWA modern maximum-likeli...preprint / 2018Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture ModelsWModeling Bimodal Discre...preprint / 2014math.STTmath.ST3384 worksMachine LearningTMachine Learning49008 worksMethodologyTMethodology5119 worksSpectrum-Aware Debiasing: A Modern Inference Framework with Applications to Principal Components RegressionWSpectrum-Aware Debiasin...preprint / 2025Universality in block dependent linear models with applications to nonparametric regressionWUniversality in block d...preprint / 2023The Asymptotic Distribution of the MLE in High-dimensional Logistic Models: Arbitrary CovarianceWThe Asymptotic Distribu...preprint / 2023Multi-Study Boosting: Theoretical Considerations for Merging vs. EnsemblingWMulti-Study Boosting: T...preprint / 2022Characterizing Finite-Dimensional Posterior Marginals in High-Dimensional GLMs via Leave-One-OutWCharacterizing Finite-D...preprint / 2025Abstracting Fairness: Oracles, Metrics, and InterpretabilityWAbstracting Fairness: O...preprint / 2020Representation via Representations: Domain Generalization via Adversarially Learned Invariant RepresentationsWRepresentation via Repr...preprint / 2020
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Pragya Sur

Researcher

PaperSelf-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance ModelsAuthorship / preprint / 2026PersonRadu LecoiuCo-authorship / ResearcherPersonDebarghya MukherjeeCo-authorship / ResearcherPaperA modern maximum-likelihood theory for high-dimensional logistic regressionAuthorship / preprint / 2018PaperModeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture ModelsAuthorship / preprint / 2014Topicmath.STWorks on / 3384 worksTopicMachine LearningWorks on / 49008 worksTopicMethodologyWorks on / 5119 works

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