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09/19/2022
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs
Linear programming (LP) is an extremely useful tool which has been succe...
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06/23/2020
Approximation Algorithms for Sparse Principal Component Analysis
We present three provably accurate, polynomial time, approximation algor...
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03/18/2020
Speeding up Linear Programming using Randomized Linear Algebra
Linear programming (LP) is an extremely useful tool and has been success...
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09/09/2018
Randomized Iterative Algorithms for Fisher Discriminant Analysis
Fisher discriminant analysis (FDA) is a widely used method for classific...
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05/29/2017