Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.
2019-12-21 19:47:42 26.33MB 计算论
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一本介绍coding theory的书籍,作为入门不错。
2019-12-21 19:47:26 709KB coding introduction 编码
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一篇今年3月份的外文综述《Compressed Sensing: Theory and Applications》(22页),我把它译成了中文,原文附后。
2019-12-21 19:47:12 1.97MB 压缩感知 稀疏表示 compressed sensing
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从事眼动跟踪研究必不可少的一本书 值得拥有
2019-12-21 19:47:09 16.7MB 眼睛跟踪 方法学 实践
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3D UI 经典理论书籍 最新版 3D User Interfaces: Theory and Practice, 2nd Edition
2019-12-21 19:46:26 12.34MB 3D UI 用户界面
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图论导引习题答案 第二版 Introduction to Graph Theory solution manual SECOND EDITION (2001) SUMMER 2005 VERSION DOUGLAS B. WEST MATHEMATICS DEPARTMENT UNIVERSITY OF ILLINOIS
2019-12-21 19:46:22 3.36MB 图引论 习题答案
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通信理论第一泰斗Gallager著作,随机过程工科学生最好的教材,适合各工科学生学习随机过程相关知识。
2019-12-21 19:45:29 6.56MB stochastic
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Detection, Estimation, and Modulation Theory Part III(完整版) 信号检测、信号处理必备文具书之一!
2019-12-21 19:45:19 10.93MB 检测 估计 调制
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Elements of the Theory of Computation 计算理论
2019-12-21 19:44:02 13.15MB 计算理论
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不确定理论 uncertainty theory,第四版。纯电子书格式,非扫描版。
2019-12-21 19:43:30 1.48MB 不确定理论 uncertainty theory
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