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Product Details 基本信息 ISBN-13 书号 9780123973368 Author 作者 Yao, Yihong Format 版本 精装 Pages Number 页数 208页 Publication Date 出版日期 2013-08-14 Shipping Weight 商品重量 590g Language 语种 英语 Book Contents 内容简介 Genomics and Proteomics; Drug Design; Drug Adverse Reactions and Interactions
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Product Details 基本信息 ISBN-13 书号 9781680837308 Author 作者 Yihong Wu Format 版本 平装-胶订 Pages Number 页数 198页 Publisher 出版社 Now Publishers Publication Date 出版日期 2020-10-30 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.42 Shipping Weight 商品重量 0.63 Language 语种 其它(含多语) Book Contents 内容简介 The authors of this monograph survey a suite of techniques based on the theory of polynomials, collectively referred to as polynomial methods. These techniques provide useful tools not only for the design of highly practical algorithms with provable optimality, but also for establishing the fundamental limits of inference problems through moment matching. The authors demonstrate the effectiveness of the polynomial method using concrete problems such as entropy and support size estimation, distinct elements problem, and learning Gaussian mixture models. This monograp
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