14 citations · 108 across the 30 of their papers we have counts for
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cs.LG2020★ 1 cited
Deep generative LDA
Yunqi Cai, Dong Wang
Linear discriminant analysis (LDA) is a popular tool for classification and dimension reduction. Limited by its linear form and the underlying Gaussian assumption, however, LDA is…
cs.LG2020★ 11 cited
Remarks on Optimal Scores for Speaker Recognition
Dong Wang
In this article, we first establish the theory of optimal scores for speaker recognition. Our analysis shows that the minimum Bayes risk (MBR) decisions for both the speaker identi…
cs.LG2015★ 14 cited
Knowledge Transfer Pre-training
Zhiyuan Tang, Dong Wang, Yiqiao Pan +1
Pre-training is crucial for learning deep neural networks. Most of existing pre-training methods train simple models (e.g., restricted Boltzmann machines) and then stack them layer…