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On the Provable Generalization of Recurrent Neural Networks

Sep 29, 2021
Lifu Wang, Bo Shen, Bo Hu, Xing Cao

* Accepted by Neurips 2021, 31 pages 

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Robust Tensor Principal Component Analysis: Exact Recovery via Deterministic Model

Aug 05, 2020
Bo Shen, Zhenyu, Kong

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Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?

Jun 10, 2020
Lifu Wang, Bo Shen, Ning Zhao, Zhiyuan Zhang

* Accepted bt IJCAI2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. 

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On the Convergence of Perturbed Distributed Asynchronous Stochastic Gradient Descent to Second Order Stationary Points in Non-convex Optimization

Oct 21, 2019
Lifu Wang, Bo Shen, Ning Zhao

* 31 pages, 1 figure 

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Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence

Dec 11, 2018
Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Yanhong Wu

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