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Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification



Yukun Cao , Yijia Tang , Ziyue Wei , ChengKun Jin , Zeyu Miao , Yixin Fang , Haizhou Du , Feifei Xu

* 6 Pages, 2 Figures 

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On Scalable Inference with Stochastic Gradient Descent



Yixin Fang , Jinfeng Xu , Lei Yang


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Sparse Convex Clustering



Binhuan Wang , Yilong Zhang , Will Wei Sun , Yixin Fang


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Consistent selection of tuning parameters via variable selection stability



Wei Sun , Junhui Wang , Yixin Fang

* Journal of Machine Learning Research 2013, Vol. 14, 3419-3440 
* Published in JMLR (http://jmlr.org/papers/v14/

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A note on selection stability: combining stability and prediction



Yixin Fang , Junhui Wang , Wei Sun


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