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Optimal Sampling Gaps for Adaptive Submodular Maximization


Apr 13, 2021
Shaojie Tang, Jing Yuan


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Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization subject to a Knapsack Constraint


Apr 10, 2021
Shaojie Tang


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Adaptive Regularized Submodular Maximization


Feb 28, 2021
Shaojie Tang, Jing Yuan


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A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images


Feb 07, 2021
Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou


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Toward Understanding the Influence of Individual Clients in Federated Learning


Dec 20, 2020
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lv, Fan Wu, Guihai Chen

* Accepted by AAAI 2021 

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Adaptive Submodular Meta-Learning


Dec 11, 2020
Shaojie Tang, Jing Yuan


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SelectScale: Mining More Patterns from Images via Selective and Soft Dropout


Nov 30, 2020
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang

* arXiv admin note: text overlap with arXiv:1810.09849 by other authors 

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Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization in Linear Time


Aug 14, 2020
Shaojie Tang


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Linear-Time Algorithms for Adaptive Submodular Maximization


Jul 08, 2020
Shaojie Tang


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Adaptive Cascade Submodular Maximization


Jul 07, 2020
Shaojie Tang, Jing Yuan


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A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis


Apr 28, 2020
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang

* 26 pages, 13 figures 

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Distributed Optimization over Block-Cyclic Data


Feb 18, 2020
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia


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Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability


Feb 18, 2020
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu

* ICML 2020 Submission 

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Assortment Optimization with Repeated Exposures and Product-dependent Patience Cost


Feb 13, 2020
Shaojie Tang


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Online Pricing with Reserve Price Constraint for Personal Data Markets


Nov 28, 2019
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen

* A short version is accepted by IEEE International Conference on Data Engineering (ICDE) 2020, and the source code is available from https://github.com/NiuChaoyue/Personal-Data-Pricing/ 

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Secure Federated Submodel Learning


Nov 11, 2019
Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen


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Stochastic Submodular Probing with State-Dependent Costs


Sep 01, 2019
Shaojie Tang


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Adaptive Robust Optimization with Nearly Submodular Structure


May 14, 2019
Shaojie Tang, Jing Yuan


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Submodular Maximization under Fading Model: Building Online Quizzes for Better Customer Segmentation


Jan 23, 2019
Shaojie Tang


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Networked Stochastic Multi-Armed Bandits with Combinatorial Strategies


Mar 20, 2015
Shaojie Tang, Yaqin Zhou


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Towards Distribution-Free Multi-Armed Bandits with Combinatorial Strategies


Oct 05, 2014
Xiang-yang Li, Shaojie Tang, Yaqin Zhou


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