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Speeding up Linear Programming using Randomized Linear Algebra
Linear programming (LP) is an extremely useful tool and has been success...
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A Parallelizable Acceleration Framework for Packing Linear Programs
This paper presents an acceleration framework for packing linear program...
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Learning Graphical Models With Hubs
We consider the problem of learning a high-dimensional graphical model i...
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Node-Based Learning of Multiple Gaussian Graphical Models
We consider the problem of estimating high-dimensional Gaussian graphica...
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