Measures of Complexity: Festschrift for Alexey Chervonenkis
暫譯: 複雜度的度量:獻給 Alexey Chervonenkis 的紀念文集
- 出版商: Springer
- 出版日期: 2015-09-14
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 399
- 裝訂: Hardcover
- ISBN: 3319218514
- ISBN-13: 9783319218519
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商品描述
This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition.
The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.
商品描述(中文翻譯)
本書匯集了歷史筆記、研究發展的回顧、關於如何使 VC (Vapnik–Chervonenkis) 保證更為緊湊的新想法,以及在機器學習、統計推斷、分類、算法統計和模式識別等領域的新技術貢獻。
貢獻者是統計學、數學和理論計算機科學等領域的領先科學家,本書將對這些領域的研究人員和研究生具有吸引力。