258 citations · 297 across the 4 of their papers we have counts for
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stat.ML2017★ 22 cited
On Bayesian Exponentially Embedded Family for Model Order Selection
Zhenghan Zhu, Steven Kay
In this paper, we derive a Bayesian model order selection rule by using the exponentially embedded family method, termed Bayesian EEF. Unlike many other Bayesian model selection me…
stat.ML2016★ 14 cited
EEF: Exponentially Embedded Families with Class-Specific Features for Classification
Bo Tang, Steven Kay, Haibo He +1
In this letter, we present a novel exponentially embedded families (EEF) based classification method, in which the probability density function (PDF) on raw data is estimated from…
stat.ML2016★ 258 cited
Toward Optimal Feature Selection in Naive Bayes for Text Categorization
Bo Tang, Steven Kay, Haibo He
Automated feature selection is important for text categorization to reduce the feature size and to speed up the learning process of classifiers. In this paper, we present a novel a…