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10/17/2019
A Unified Framework for Tuning Hyperparameters in Clustering Problems
Selecting hyperparameters for unsupervised learning problems is difficul...
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08/08/2019
Mini-batch Metropolis-Hastings MCMC with Reversible SGLD Proposal
Traditional MCMC algorithms are computationally intensive and do not sca...
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07/29/2019
A Theoretical Case Study of Structured Variational Inference for Community Detection
Mean-field variational inference (MFVI) has been widely applied in large...
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05/16/2019
