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Monolith: Real Time Recommendation System With Collisionless Embedding Table


Sep 27, 2022
Zhuoran Liu, Leqi Zou, Xuan Zou, Caihua Wang, Biao Zhang, Da Tang, Bolin Zhu, Yijie Zhu, Peng Wu, Ke Wang, Youlong Cheng

* [email protected] RecSys 2022 

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CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU


Apr 22, 2022
Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qing, Youlong Cheng, Yang You


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Toward Annotator Group Bias in Crowdsourcing


Oct 08, 2021
Haochen Liu, Joseph Thekinen, Sinem Mollaoglu, Da Tang, Ji Yang, Youlong Cheng, Hui Liu, Jiliang Tang

* 10 pages 

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Active Multitask Learning with Committees


Mar 24, 2021
Jingxi Xu, Da Tang, Tony Jebara


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Learning Correlated Latent Representations with Adaptive Priors


Jul 16, 2019
Da Tang, Dawen Liang, Nicholas Ruozzi, Tony Jebara

* 12pages, 2 figures 

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Correlated Variational Auto-Encoders


May 16, 2019
Da Tang, Dawen Liang, Tony Jebara, Nicholas Ruozzi

* International Conference on Machine Learning (ICML), 2019 

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The Variational Predictive Natural Gradient


Mar 07, 2019
Da Tang, Rajesh Ranganath

* 12 pages, 4 figures 

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