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MICO: Selective Search with Mutual Information Co-training


Sep 09, 2022
Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi


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Adversarial Attacks on ASR Systems: An Overview


Aug 03, 2022
Xiao Zhang, Hao Tan, Xuan Huang, Denghui Zhang, Keke Tang, Zhaoquan Gu


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Handling Data Heterogeneity in Federated Learning via Knowledge Fusion


Jul 23, 2022
Xu Zhou, Xinyu Lei, Cong Yang, Yichun Shi, Xiao Zhang, Jingwen Shi

* 15 pages, 3 figures 

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Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices


Jul 18, 2022
Mingbin Xu, Congzheng Song, Ye Tian, Neha Agrawal, Filip Granqvist, Rogier van Dalen, Xiao Zhang, Arturo Argueta, Shiyi Han, Yaqiao Deng, Leo Liu, Anmol Walia, Alex Jin


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Feature Forgetting in Continual Representation Learning


May 26, 2022
Xiao Zhang, Dejing Dou, Ji Wu


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Cross-Lingual Phrase Retrieval


Apr 19, 2022
Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao


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Reinforcement Re-ranking with 2D Grid-based Recommendation Panels


Apr 11, 2022
Sirui Chen, Xiao Zhang, Xu Chen, Zhiyu Li, Yuan Wang, Quan Lin, Jun Xu


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Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition


Apr 02, 2022
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen


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A Model-Agnostic Causal Learning Framework for Recommendation using Search Data


Feb 10, 2022
Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen

* 9 pages, 7 figures, accepted by The Web Conference 2022 

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Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations


Jan 06, 2022
Igor Halperin, Jiayu Liu, Xiao Zhang

* 9 pages, 12 figures 

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