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Reinforcement Learning with Efficient Active Feature Acquisition


Nov 02, 2020
Haiyan Yin, Yingzhen Li, Sinno Jialin Pan, Cheng Zhang, Sebastian Tschiatschek


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Integrating Deep Learning with Logic Fusion for Information Extraction


Dec 06, 2019
Wenya Wang, Sinno Jialin Pan

* Accepted in AAAI 2020 

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Transfer Value Iteration Networks


Nov 27, 2019
Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan


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Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning


Apr 27, 2018
Haiyan Yin, Jianda Chen, Sinno Jialin Pan


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Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon


Nov 09, 2017
Xin Dong, Shangyu Chen, Sinno Jialin Pan


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Distributed Multi-Task Relationship Learning


Jun 20, 2017
Sulin Liu, Sinno Jialin Pan, Qirong Ho

* To appear in KDD 2017 

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Multi-task memory networks for category-specific aspect and opinion terms co-extraction


Jun 05, 2017
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier


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Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis


Sep 19, 2016
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao


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Transfer Hashing with Privileged Information


May 13, 2016
Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh

* Accepted by IJCAI-2016 

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