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The Cartographer
A near-optimal algorithm for approximating the John Ellipsoid
May 28, 2019 Β· Declared Dead Β· π Annual Conference Computational Learning Theory
"No code URL or promise found in abstract"
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Authors
Michael B. Cohen, Ben Cousins, Yin Tat Lee, Xin Yang
arXiv ID
1905.11580
Category
cs.DS: Data Structures & Algorithms
Citations
48
Venue
Annual Conference Computational Learning Theory
Last Checked
3 months ago
Abstract
We develop a simple and efficient algorithm for approximating the John Ellipsoid of a symmetric polytope. Our algorithm is near optimal in the sense that our time complexity matches the current best verification algorithm. We also provide the MATLAB code for further research.
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