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Kshitij Khare
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Kshitij Khare16 visible / 16 total nodes / 22 links

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Co-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalKshitij KhareAKshitij KhareResearcherOptimality of Sub-network Laplace Approximations: New Results and MethodsWOptimality of Sub-netwo...preprint / 2026Swarnali RahaASwarnali RahaResearcherRohit K PatraARohit K PatraResearcherA convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guaranteesWA convex pseudo-likelih...preprint / 2014Wishart distributions for decomposable covariance graph modelsWWishart distributions f...preprint / 2011Sparse Matrix Decompositions and Graph CharacterizationsWSparse Matrix Decomposi...preprint / 2012A spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variantsWA spectral analytic com...preprint / 2012Convergence analysis of some multivariate Markov chains using stochastic monotonicityWConvergence analysis of...preprint / 2013Bayesian inference for Gaussian graphical models beyond decomposable graphsWBayesian inference for ...preprint / 2015A convex framework for high-dimensional sparse Cholesky based covariance estimationWA convex framework for ...preprint / 2016Convergence of cyclic coordinatewise l1 minimizationWConvergence of cyclic c...preprint / 2015Machine LearningTMachine Learning49008 worksA generalized likelihood based Bayesian approach for scalable joint regression and covariance selection in high dimensionsWA generalized likelihoo...preprint / 2022Geometric ergodicity of Gibbs samplers for the Horseshoe and its regularized variantsWGeometric ergodicity of...preprint / 2021B-CONCORD -- A scalable Bayesian high-dimensional precision matrix estimation procedureWB-CONCORD -- A scalable...preprint / 2020
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Kshitij Khare

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PaperOptimality of Sub-network Laplace Approximations: New Results and MethodsAuthorship / preprint / 2026PersonSwarnali RahaCo-authorship / ResearcherPersonRohit K PatraCo-authorship / ResearcherPaperA convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guaranteesAuthorship / preprint / 2014PaperWishart distributions for decomposable covariance graph modelsAuthorship / preprint / 2011PaperSparse Matrix Decompositions and Graph CharacterizationsAuthorship / preprint / 2012PaperA spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variantsAuthorship / preprint / 2012PaperConvergence analysis of some multivariate Markov chains using stochastic monotonicityAuthorship / preprint / 2013

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