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11/16/2022
Heavy-Tailed Density Estimation
A novel statistical method is proposed and investigated for estimating a...
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06/02/2021
Exploiting Global Contextual Information for Document-level Named Entity Recognition
Most existing named entity recognition (NER) approaches are based on seq...
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01/16/2021
Consistent Bayesian Community Detection
Stochastic Block Models (SBMs) are a fundamental tool for community dete...
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11/13/2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models
Sequence labeling (SL) is a fundamental research problem encompassing a ...
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12/12/2019
Variable Selection Consistency of Gaussian Process Regression
Bayesian nonparametric regression under a rescaled Gaussian process prio...
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08/24/2019