Showing 1–20 of 28 results
/ Date/ Name
Feb 1, 2022Spectral Clustering, Bayesian Spanning Forest, and Forest ProcessAug 23, 2020Consistent Model-based Clustering: using the Quasi-Bernoulli Stick-Breaking ProcessMar 9, 2017Scaling up Data Augmentation MCMC via CalibrationJan 4, 2018Bayesian Constraint RelaxationMar 1, 2024Bridged Posterior: Optimization, Profile Likelihood and a New Approach to Generalized BayesOct 6, 2019Spiked Laplacian Graphs: Bayesian Community Detection in Heterogeneous NetworksOct 19, 2018Bayesian Distance ClusteringJul 24, 2019Transport Monte Carlo: High-Accuracy Posterior Approximation via Random TransportJun 2, 2020Bayesian Inference with the l1-ball Prior: Solving Combinatorial Problems with Exact ZerosAug 18, 2014BET: Bayesian Ensemble Trees for Clustering and Prediction in Heterogeneous DataSep 17, 2023Gibbs Sampling using Anti-correlation Gaussian Data Augmentation, with Applications to L1-ball-type ModelsJan 25, 2024Graph-accelerated Markov Chain Monte Carlo using Approximate SamplesSep 27, 2024Consistency of Graphical Model-based Clustering: Robust Clustering using Bayesian Spanning ForestFeb 22, 2020Bayesian Multi-scale Modeling of Factor Matrix without using Partition TreeJun 30, 2021Bayesian Spanning Tree: Estimating the Backbone of the Dependence GraphJun 27, 2019Tuning-Free Disentanglement via ProjectionMay 6, 2024Exact Sampling of Spanning Trees via Fast-forwarded Random WalksApr 4, 2022Low Tree-Rank Bayesian Vector Autoregression ModelJul 17, 2018Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial OutcomesAug 10, 2021Bayesian Inference using the Proximal Mapping: Uncertainty Quantification under Varying Dimensionality