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The mathematics needed for modern computer science

[责任编辑]李敏妍 [信息提供]致远学院

报告主题:The mathematics needed for modern computer science

报告人:John Hopcroft
    康奈尔大学计算机科学系工程与应用数学方向IBM冠名教授,曾获得图灵奖,Harry Goode纪念奖等荣誉

报告时间:2013年1月10日下午2点

报告地点:致远601报告厅

Abstract:

This talk will cover the mathematics that is needed for a modern undergraduate curreculum in computer science along with some examples motivating it. I will talk about high dimensional space and why understanding the central limit theorem arises along with dimension reduction by random projection. Some other topics will be random graphs, singular value decompositon, Markov chains, clustering, VC dimension and sparse vectors. The emphasis will be on the view point that is important for students not in mathematics but who encounter these topics in the work.