Showing 1–19 of 19 results
/ Date/ Name
Oct 18, 2018Removing the influence of a group variable in high-dimensional predictive modellingDec 24, 2015Model-free inference on extreme dependence via waiting timesMar 9, 2017Scaling up Data Augmentation MCMC via CalibrationMar 15, 2017Theoretical Limits of Record Linkage and MicroclusteringNov 15, 2017Error bounds for Approximations of Markov chains used in Bayesian SamplingJun 7, 2017Coupling and Decoupling to bound an approximating Markov ChainApr 1, 2014Tensor decompositions and sparse log-linear modelsAug 13, 2015Optimal approximating Markov chains for Bayesian inferenceOct 10, 2017A Decision Theoretic Approach to A/B TestingNov 15, 2017Exact Limits of Inference in Coalescent ModelsJun 19, 2018Fast Mixing of Metropolis-Hastings with Unimodal TargetsSep 30, 2018Spectral gaps and error estimates for infinite-dimensional Metropolis-Hastings with non-Gaussian priorsMay 19, 2016MCMC for Imbalanced Categorical DataMay 2, 2017Bayes Shrinkage at GWAS scale: Convergence and Approximation Theory of a Scalable MCMC Algorithm for the Horseshoe PriorNov 3, 2015Optimal Gaussian approximations to the posterior for log-linear models with Diaconis-Ylvisaker priorsOct 23, 2020No Free Lunch for Approximate MCMCDec 9, 2020Coupling-based convergence assessment of some Gibbs samplers for high-dimensional Bayesian regression with shrinkage priorsJun 7, 2016Estimating the observable population size from biased samples: a new approach to population estimation with capture heterogeneityMar 15, 2017An algorithm for removing sensitive information: application to race-independent recidivism prediction