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An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians

Feb 10, 2021
Sen Na, Mihai Anitescu, Mladen Kolar

* 59 pages, 12 figures 

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AEGCN: An Autoencoder-Constrained Graph Convolutional Network

Jul 03, 2020
Mingyuan Ma, Sen Na, Hongyu Wang, Jin Xu

* 19 pages, 4 figures 

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Overlapping Schwarz Decomposition for Nonlinear Optimal Control

May 15, 2020
Sen Na, Sungho Shin, Mihai Anitescu, Victor M. Zavala

* 14 pages 

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Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees

Mar 02, 2020
Sen Na, Yuwei Luo, Zhuoran Yang, Zhaoran Wang, Mladen Kolar


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The Graph-based Broad Behavior-Aware Recommendation System for Interactive News

Nov 30, 2018
Mingyuan Ma, Sen Na, Cong Xu, Xin Fan

* 13 pages 

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High-dimensional Index Volatility Models via Stein's Identity

Nov 27, 2018
Sen Na, Mladen Kolar

* 40 pages 

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High-dimensional Varying Index Coefficient Models via Stein's Identity

Oct 21, 2018
Sen Na, Zhuoran Yang, Zhaoran Wang, Mladen Kolar

* 33 pages 

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Scalable Peaceman-Rachford Splitting Method with Proximal Terms

Feb 10, 2018
Sen Na, Mingyuan Ma, Mladen Kolar


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