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Le Song

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Stochastic Generative Hashing

Aug 12, 2017
Bo Dai, Ruiqi Guo, Sanjiv Kumar, Niao He, Le Song

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On the Complexity of Learning Neural Networks

Jul 14, 2017
Le Song, Santosh Vempala, John Wilmes, Bo Xie

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Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs

Jun 21, 2017
Rakshit Trivedi, Hanjun Dai, Yichen Wang, Le Song

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Fake News Mitigation via Point Process Based Intervention

Jun 19, 2017
Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias Khalil, Shuang Li, Le Song, Hongyuan Zha

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Wasserstein Learning of Deep Generative Point Process Models

May 23, 2017
Shuai Xiao, Mehrdad Farajtabar, Xiaojing Ye, Junchi Yan, Le Song, Hongyuan Zha

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Distilling Information Reliability and Source Trustworthiness from Digital Traces

Apr 02, 2017
Behzad Tabibian, Isabel Valera, Mehrdad Farajtabar, Le Song, Bernhard Schölkopf, Manuel Gomez-Rodriguez

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GRAM: Graph-based Attention Model for Healthcare Representation Learning

Apr 01, 2017
Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun

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Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks

Mar 24, 2017
Shuai Xiao, Junchi Yan, Mehrdad Farajtabar, Le Song, Xiaokang Yang, Hongyuan Zha

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Diverse Neural Network Learns True Target Functions

Mar 03, 2017
Bo Xie, Yingyu Liang, Le Song

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Deep Coevolutionary Network: Embedding User and Item Features for Recommendation

Feb 28, 2017
Hanjun Dai, Yichen Wang, Rakshit Trivedi, Le Song

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