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Dan Pei

Tsinghua University

DOI: Divergence-based Out-of-Distribution Indicators via Deep Generative Models


Aug 12, 2021
Wenxiao Chen, Xiaohui Nie, Mingliang Li, Dan Pei


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The Search for Sparse, Robust Neural Networks


Dec 05, 2019
Justin Cosentino, Federico Zaiter, Dan Pei, Jun Zhu

* The Safety and Robustness in Decision Making Workshop at the 33rd Conference on Neural InformationProcessing Systems (NeurIPS 2019), Vancouver, Canada 

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On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder


May 31, 2019
Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei


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Personalized Context-aware Re-ranking for E-commerce Recommender Systems


Apr 15, 2019
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei

* 11 pages 

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Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications


Feb 12, 2018
Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao

* 12 pages (including references), 17 figures, submitted to WWW 2018: The 2018 Web Conference, April 23--27, 2018, Lyon, France. The contents discarded from the conference version due to the 9-page limitation are also included in this version 

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