Log-Sobolev inequalities and sampling from log-concave distributions

Log-Sobolev inequalities and sampling from log-concave distributions
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Log-Sobolev 不等式和对数凹分布的采样

DOI:
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发表时间:
1999
期刊:
影响因子:
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通讯作者:
R. Kannan
R. Kannan
中科院分区:
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文献类型:
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作者:
A. Frieze;R. Kannan

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We consider the problem of sampling according to a distribution with log-concave density F over a convex body K R n. The sampling is done using a biased random walk and we give improved polynomial upper bounds on the time to get a sample point with distribution close to F .