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Description: This book aims to give a general overview of the theoretical foundations of
learning theory. It is not the rst to do so.Yet we wish to emphasize a viewpoint
that has drawn little attention in other expositions, namely, that of approximation
theory. This emphasis fullls two purposes. First, we believe it provides a
balanced view of the subject. Second, we expect to attract mathematicians
working on related elds who nd the problems raised in learning theory close
to their interests.
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Author: kj5566 |
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Description: Advanced Number Theory
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Size: 9606144 |
Author: 赵平 |
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Description: Learning Kernel Classifiers: Theory and Algorithms, Introduction This chapter introduces the general problem of machine learning and how it relates to statistical inference. 1.1 The Learning Problem and (Statistical) Inference It was only a few years after the introduction of the first computer that one of man’s greatest dreams seemed to be realizable—artificial intelligence. Bearing in mind that in the early days the most powerful computers had much less computational power than a cell phone today, it comes as no surprise that much theoretical research on the potential of machines’ capabilities to learn took place at this time. This becomes a computational problem as soon as the dataset gets larger than a few hundred examples.-Learning Kernel Classifiers : Theory and Algorithms. Introduction This chapter introduces the gene the acidic problem of machine learning and how it relat es to statistical inference. 1.1 The Learning P roblem and (Statistical) It was only inference a few years after the introduction of the first c omputer that one of man's greatest dreams seeme d to be realizable-artificial intelligence. B earing in mind that in the early days the most pow erful computers had much less computational po wer than a cell phone today, it comes as no surprise that much theoretical're search on the potential of machines' capabilit ies to learn took place at this time. This become 's a computational problem as soon as the dataset gets larger than a few hundred examples.
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Description: computer-viruses-from-theory-to-applications这是一本关于计算机病毒的书。-computer-viruses-from-theory-to-applications this is a book on computer viruses.
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Size: 2390016 |
Author: 李涛 |
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Description: (eBook) Theory and Applications of OFDM And CDMA - Wideband Wireless Communications (2005).zip-(eBook) Theory and Applications of OFDM And CDMA- Wideband Wireless Communications (2005).zip
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Size: 4225024 |
Author: Chat |
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Description: 鲁棒控制理论的经典书，由Carsten Scherer所写。-Robust control theory classic book, written by Carsten Scherer.
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Size: 745472 |
Author: 李强 |
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Description: H无穷控制理论最早的文献，鼻祖级。作者是Bruce A.Francis.-H infinite control theory earliest literature, the founder level. The author is Bruce A. Francis.
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Size: 3397632 |
Author: 李强 |
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Description: Study Guide to Accompany Shari Lawrence Pfleeger s
Software Engineering: Theory and Practice
By
Forrest Shull and Roseanne Tesoriero
(very usefull book form student who study Software Engeneering)
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Size: 285696 |
Author: mojamazica |
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Description: graph theory with applications to engineering
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Size: 4576256 |
Author: omyazan |
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Description: Statistical-Learning-Theory
The goal of statistical learning theory is to study, in a statistical
framework, the properties of learning algorithms. In particular,
most results take the form of so-called error bounds. This tutorial introduces
the techniques that are used to obtain such results.-The goal of statistical learning theory is to study, in a statistical
framework, the properties of learning algorithms. In particular,
most results take the form of so-called error bounds. This tutorial introduces
the techniques that are used to obtain such results.
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Size: 22047744 |
Author: gongjiulu |
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Description: Computer and Intractability a guide to the theory of NP completene-Computer and Intractability a guide to the theory of NP completeness
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Size: 3136512 |
Author: Rafa50 |
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Description: MODERN CONTROL SYSTEM THEORY AND DESIGN TOOLBOX，带有matlab仿真例子，学习控制的很有借鉴意义-MODERN CONTROL SYSTEM THEORY AND DESIGN TOOLBOX, with matlab simulation example, the study of referential significance to the control of
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Size: 945152 |
Author: junzifei |
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Description: 中文的信息论较全面较易理解的书籍，是学习信息论的入门教材，即通俗易懂，又有一定的深度，是一本比较难道的信息论教材。-Chinese easier for a more comprehensive understanding of information theory books, information theory is the study of entry materials, or user-friendly, and a certain depth, it is a comparison of information theory textbooks.
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Size: 4376576 |
Author: robert |
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Description: pid控制器自整定理论，英文论著。论述的十分到位，对研究pid自整定是很好的资料。-Self-tuning pid controllers theory, English literature. On the very place, the study of self-tuning pid is a very good information.
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Size: 314368 |
Author: cheno |
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Description: 纠错码理论书籍。偏重数学理论的推导，可以对纠错码有深入的理解。-Error-correcting code theory books. Emphasis on mathematical theory of the derivation of error-correcting codes can have an in-depth understanding.
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Size: 2016256 |
Author: freedom |
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Description: 高等教育出版社版<<信息论与编码课件>>.-PPT for <information Theory and Coding>.
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Size: 1249280 |
Author: 黄习培 |
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Description: Springer最新先进制造系列图书之数字控最新经典教材-Theory and Design of CNC Systems.
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Size: 10180608 |
Author: Qiusong Yang |
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Description: 研究生矩阵论讲稿，讲稿编者：张凯院
使用教材:矩阵论第二版-Graduate Matrix theory script, script editors: Zhang Kaiyuan use of materials: the second edition of Matrix theory
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Size: 2055168 |
Author: zxl |
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Description: E-book: ELEMENTS OF INFORMATION THEORY, Second Edition, THOMAS M. COVER, JOY A. THOMAS A JOHN WILEY & SONS, INC., PUBLICATION-E-book: ELEMENTS OF INFORMATION THEORY, Second Edition, THOMAS M. COVER, JOY A. THOMAS A JOHN WILEY & SONS, INC., PUBLICATION
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Size: 4106240 |
Author: adam |
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Description: the modern coding theory book by richardson and urbanke
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Size: 4506624 |
Author: sina_elec |
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