資訊時代的計算機科學理論

作者介紹

John Hopcroft為圖靈獎獲得者。
Ravindran Kannan is a principal researcher with Microsoft Research Labs located in India

作品目錄

1 Introduction
2 High-Dimensional Space
3 Random Graphs
4 Singular Value Decomposition
5 Random Walks and Markov Chains
6 Learning and VC-Dimension
7 Algorithms for Massive Data Problems
8 Clustering
9 Graphical Models and Belief Propagation
10 Other Topics
11 Appendix