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Fast and Secure Distributed Nonnegative Matrix Factorization

Sep 07, 2020
Yuqiu Qian, Conghui Tan, Danhao Ding, Hui Li, Nikos Mamoulis

* Published in IEEE Transactions on Knowledge and Data Engineering (TKDE). This arXiv version includes the appendices with additional proofs 

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Accelerated Dual-Averaging Primal-Dual Method for Composite Convex Minimization

Jan 15, 2020
Conghui Tan, Yuqiu Qian, Shiqian Ma, Tong Zhang

* Optimization Methods and Software 2020 

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An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms

Nov 04, 2019
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian


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Barzilai-Borwein Step Size for Stochastic Gradient Descent

May 23, 2016
Conghui Tan, Shiqian Ma, Yu-Hong Dai, Yuqiu Qian


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