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Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent


Dec 30, 2022
Xi Chen, Zehua Lai, He Li, Yichen Zhang

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Hyperspherical Quantization: Toward Smaller and More Accurate Models


Dec 24, 2022
Dan Liu, Xi Chen, Chen Ma, Xue Liu

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FreeEnricher: Enriching Face Landmarks without Additional Cost


Dec 19, 2022
Yangyu Huang, Xi Chen, Jongyoo Kim, Hao Yang, Chong Li, Jiaolong Yang, Dong Chen

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* AAAI 2023 

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Interpretable Node Representation with Attribute Decoding


Dec 03, 2022
Xiaohui Chen, Xi Chen, Liping Liu

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* Accepted by Transactions on Machine Learning Research 

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Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization


Nov 22, 2022
Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut

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Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge


Nov 20, 2022
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng

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* This work has been submitted to the Neurocomputing. Copyright may be transferred without notice, after which this version may no longer be accessible 

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NeurIPS 2022 Competition: Driving SMARTS


Nov 14, 2022
Amir Rasouli, Randy Goebel, Matthew E. Taylor, Iuliia Kotseruba, Soheil Alizadeh, Tianpei Yang, Montgomery Alban, Florian Shkurti, Yuzheng Zhuang, Adam Scibior, Kasra Rezaee, Animesh Garg, David Meger, Jun Luo, Liam Paull, Weinan Zhang, Xinyu Wang, Xi Chen

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* 10 pages, 8 figures 

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C3SASR: Cheap Causal Convolutions for Self-Attentive Sequential Recommendation


Nov 10, 2022
Jiayi Chen, Wen Wu, Liye Shi, Yu Ji, Wenxin Hu, Xi Chen, Wei Zheng, Liang He

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Active Relation Discovery: Towards General and Label-aware Open Relation Extraction


Nov 08, 2022
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen, Hong-Gee Kim

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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