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most citedThe No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo

1.8k citations · 4k across the 38 of their papers we have counts for

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Showing 2014 · stat.MLShow all

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stat.ML2014★ 8 cited

Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference

Dawen Liang, Matthew D. Hoffman

Beta process is the standard nonparametric Bayesian prior for latent factor model. In this paper, we derive a structured mean-field variational inference algorithm for a beta proce…