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Reinforcement Learning Architectures: SAC, TAC, and ESAC

Apr 05, 2020
Ala'eddin Masadeh, Zhengdao Wang, Ahmed E. Kamal

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PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions

Sep 25, 2019
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu

* 24 pages, 4 figures, 3 tables. arXiv admin note: text overlap with arXiv:1805.11182 

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On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions

Feb 28, 2018
Songtao Lu, Mingyi Hong, Zhengdao Wang

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A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality

Mar 24, 2017
Songtao Lu, Mingyi Hong, Zhengdao Wang

* IEEE Transactions on Signal Processing (to appear) 

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