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  • 标题:The Gram--Schmidt Walk: A Cure for the Banaszczyk Blues
  • 本地全文:下载
  • 作者:Nikhil Bansal ; Daniel Dadush ; Shashwat Garg
  • 期刊名称:Theory of Computing
  • 印刷版ISSN:1557-2862
  • 电子版ISSN:1557-2862
  • 出版年度:2019
  • 卷号:15
  • 页码:1-27
  • DOI:10.4086/toc.2019.v015a021
  • 出版社:University of Chicago
  • 摘要:A classic result of Banaszczyk (Random Str. & Algor. 1997) states that given any n vectors in R m with `2-norm at most 1 and any convex body K in R m of Gaussian measure at least half, there exists a ±1 combination of these vectors that lies in 5K. Banaszczyk’s proof of this result was non-constructive and it was open how to find such a ±1 combination in polynomial time. In this paper, we give an efficient randomized algorithm to find a ±1 combination of the vectors which lies in cK for some fixed constant c > 0. This leads to new efficient algorithms for several problems in discrepancy theory.
  • 关键词:discrepancy; random walks
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