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Multimodal Topic Learning for Video Recommendation


Oct 26, 2020
Shi Pu, Yijiang He, Zheng Li, Mao Zheng


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A general framework for decentralized optimization with first-order methods


Sep 12, 2020
Ran Xin, Shi Pu, Angelia Nedić, Usman A. Khan


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Asymptotic Network Independence in Distributed Optimization for Machine Learning


Jul 26, 2019
Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu


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A Non-Asymptotic Analysis of Network Independence for Distributed Stochastic Gradient Descent


Jul 23, 2019
Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu


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Deep Attentive Tracking via Reciprocative Learning


Oct 15, 2018
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang

* In NIPS 2018 

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Distributed Stochastic Gradient Tracking Methods


Sep 08, 2018
Shi Pu, Angelia Nedić

* This article draws heavily from arXiv:1803.07741 (conference submission) 

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Swarming for Faster Convergence in Stochastic Optimization


Aug 06, 2018
Shi Pu, Alfredo Garcia


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