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Necdet Serhat Aybat

A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm

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Feb 19, 2022
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A Universally Optimal Multistage Accelerated Stochastic Gradient Method

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Jan 25, 2019
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Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants

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Jun 09, 2018
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Generalized Sparse Precision Matrix Selection for Fitting Multivariate Gaussian Random Fields to Large Data Sets

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Jul 06, 2017
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Sparse Precision Matrix Selection for Fitting Gaussian Random Field Models to Large Data Sets

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Mar 03, 2016
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