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Sen Na

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Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching

May 28, 2023
Ilgee Hong, Sen Na, Michael W. Mahoney, Mladen Kolar

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Fully Stochastic Trust-Region Sequential Quadratic Programming for Equality-Constrained Optimization Problems

Nov 29, 2022
Yuchen Fang, Sen Na, Michael W. Mahoney, Mladen Kolar

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Asymptotic Convergence Rate and Statistical Inference for Stochastic Sequential Quadratic Programming

May 27, 2022
Sen Na, Michael W. Mahoney

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Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence

Apr 20, 2022
Sen Na, Michał Dereziński, Michael W. Mahoney

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Inequality Constrained Stochastic Nonlinear Optimization via Active-Set Sequential Quadratic Programming

Sep 23, 2021
Sen Na, Mihai Anitescu, Mladen Kolar

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An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians

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

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AEGCN: An Autoencoder-Constrained Graph Convolutional Network

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

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Overlapping Schwarz Decomposition for Nonlinear Optimal Control

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

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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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