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Leveraging Initial Hints for Free in Stochastic Linear Bandits



Ashok Cutkosky , Chris Dann , Abhimanyu Das , Qiuyi , Zhang

* ALT 2022 

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Time Series Anomaly Detection for Smart Grids: A Survey



Jiuqi , Zhang , Di Wu , Benoit Boulet

* 6 pages; Preprint Submitted to IEEE Canadian Electrical Power and Energy Conference (EPEC2021) 

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Roof Damage Assessment from Automated 3D Building Models



Kenichi Sugihara , Martin Wallace , Kongwen , Zhang , Youry Khmelevsky


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RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance



Udit Gupta , Samuel Hsia , Jeff , Zhang , Mark Wilkening , Javin Pombra , Hsien-Hsin S. Lee , Gu-Yeon Wei , Carole-Jean Wu , David Brooks


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CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering



Xiang Yue , Xinliang , Zhang , Ziyu Yao , Simon Lin , Huan Sun

* The first two authors contributed equally 

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Locally Linear Region Knowledge Distillation



Xiang Deng , Zhongfei , Zhang


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Local Region Knowledge Distillation



Xiang Deng , Zhongfei , Zhang


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Deep Collective Learning: Learning Optimal Inputs and Weights Jointly in Deep Neural Networks



Xiang Deng , Zhongfei , Zhang


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Self-supervised Learning: Generative or Contrastive



Xiao , Liu , Fanjin , Zhang , Zhenyu , Hou , Zhaoyu , Wang , Li , Mian , Jing , Zhang , Jie , Tang


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Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization



Daniel Golovin , Qiuyi , Zhang

* ICML 2020 

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