122 citations · 253 across the 8 of their papers we have counts for
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cs.LG2016★ 27 cited
Earliness-Aware Deep Convolutional Networks for Early Time Series Classification
Wenlin Wang, Changyou Chen, Wenqi Wang +2
We present Earliness-Aware Deep Convolutional Networks (EA-ConvNets), an end-to-end deep learning framework, for early classification of time series data. Unlike most existing meth…
cs.LG2012★ 17 cited
Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling
Changyou Chen, Nan Ding, Wray Buntine
We develop dependent hierarchical normalized random measures and apply them to dynamic topic modeling. The dependency arises via superposition, subsampling and point transition on…
cs.LG2012★ 5 cited
Theory of Dependent Hierarchical Normalized Random Measures
Changyou Chen, Wray Buntine, Nan Ding
This paper presents theory for Normalized Random Measures (NRMs), Normalized Generalized Gammas (NGGs), a particular kind of NRM, and Dependent Hierarchical NRMs which allow networ…