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stat.ML2016
Network Inference by Learned Node-Specific Degree Prior
Qingming Tang, Lifu Tu, Weiran Wang +1
We propose a novel method for network inference from partially observed edges using a node-specific degree prior. The degree prior is derived from observed edges in the network to…
stat.ML2015★ 9 cited
AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling
Sheng Wang, Siqi Sun, Jinbo Xu
Deep Convolutional Neural Networks (DCNN) has shown excellent performance in a variety of machine learning tasks. This manuscript presents Deep Convolutional Neural Fields (DeepCNF…