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Junhao Hua - Imagination is more important than knowledge. -Albert Einstein

Imagination is more important than knowledge. -Albert Einstein. A Cauchy matrix is infinitely divisible. November 10, 2014. This article gives a proof of Example 4.11 in the textbook: Matrix Analysis with some Application. It shows that a Cauchy matrix is infinitely divisible. Theorem 1. Take numbers (r, lambda 1, lambda 2, dots, lambda n 0 ). And set (A {ij} = frac{1}{( lambda i lambda j) r} (1 leq i,j leq n), ). The matrix (A ). Is positive semidefinite for all (r 0 ). November 5, 2014. 一 Courses 1....

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Junhao Hua - Imagination is more important than knowledge. -Albert Einstein | blog.huajh7.com Reviews

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Imagination is more important than knowledge. -Albert Einstein. A Cauchy matrix is infinitely divisible. November 10, 2014. This article gives a proof of Example 4.11 in the textbook: Matrix Analysis with some Application. It shows that a Cauchy matrix is infinitely divisible. Theorem 1. Take numbers (r, lambda 1, lambda 2, dots, lambda n 0 ). And set (A {ij} = frac{1}{( lambda i lambda j) r} (1 leq i,j leq n), ). The matrix (A ). Is positive semidefinite for all (r 0 ). November 5, 2014. 一 Courses 1&#46...

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Junhao Hua - Imagination is more important than knowledge. -Albert Einstein | blog.huajh7.com Reviews

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Imagination is more important than knowledge. -Albert Einstein. A Cauchy matrix is infinitely divisible. November 10, 2014. This article gives a proof of Example 4.11 in the textbook: Matrix Analysis with some Application. It shows that a Cauchy matrix is infinitely divisible. Theorem 1. Take numbers (r, lambda 1, lambda 2, dots, lambda n 0 ). And set (A {ij} = frac{1}{( lambda i lambda j) r} (1 leq i,j leq n), ). The matrix (A ). Is positive semidefinite for all (r 0 ). November 5, 2014. 一 Courses 1&#46...

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tutorial Archives - Junhao Hua

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Imagination is more important than knowledge. -Albert Einstein. Talk at csmath]: A Tutorial on Variational Bayes. April 18, 2014. 虽然我花费了近一节课时间本来力求控制在15-20分钟，但我相信90% 的同学听完后依然是一头雾水或者中途便放弃了。课后与之聊了几句后，此人竟继续讲了PGM 当然，我相信是因为他之前正好也看过的那本书(Wainwright, Jordan，2008) ，甚为惊喜。其实呢，从对听众负责任的角度讲，为了让其有所收获，或许不需要有多么厉害，多么酷的内容，而在于如何引着听众朋友让其感受到你讲的故事是多么美好，让其有所思，有所悟，并激发其潜在的渴望: 我回去一定要读一读，我现在就在ipad搜了一堆在读了，真有意思 SLIDES: csmath vb Talk.[PDF]. 1) Mean field Method. 2) Mean field Method.

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Machine Learning Archives - Junhao Hua

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Imagination is more important than knowledge. -Albert Einstein. Coursera : PGMs & ML Lecture Notes. April 19, 2014. 1 Probabilistic Graphical Models (PGMs) - Daphne Koller From Apr 8th - Jun 24th, 2013 (11 weeks long) Workload: 15-20 hours/week 主讲人 koller是来自以色列的神童级人物，请自行wiki, 有些同学感觉koller的英文不好懂，说得比较晦涩。作业 PGM的作业，特别是编程作业是比较难的，每周基本需要花费20小时左右的时间不包括吃饭放松休息的时间，有几周，如果一个问题卡住了，一不小心花费30小时，也是很正常的。 PA Quiz Final : 0.98027 0.95299 0.672 总成绩(with distinction) 91.6% 笔记课程笔记本来想写成blog的，一直没有时间写。 March 23, 2013. Matthew ...

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Computer Science Archives - Junhao Hua

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Imagination is more important than knowledge. -Albert Einstein. 程序设计，C ,matlab,java,python等。 November 5, 2014. 一 Courses 1. CSE 598A Algorithmic Challenges in Data Privacy，Spring 2010 Sofya Raskhodnikova，Adam D. Smith http:/ www.cse.psu.edu/ asmith/privacy598/2. The Algorithmic Foundations of Data Privacy，Fall 2011 Aaron Roth http:/ www.cis.upenn.edu/ aaroth/courses/privacyF11.html3.Statistical and Learning-Theoretic Challenges in Data Privacy workshops, 2010)h...April 18, 2014. April 15, 2014. 这里先给几个较小的...

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On the way - Junhao Hua

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Imagination is more important than knowledge. -Albert Einstein. Coursera: PGM, ML. Derive complex-valued variational Bayeian MAR. Season: gathering, defense. Pattern Recognition and Machine Learning. On-line Inference of Time-invariant Parameters. AutoRegressive(AR) model. Linux, redhat, Complex-valued, AR. Matlab, Image Data Processing, Image Segmentation. Machine Learning, Bayes Inference. Variational Bayes Inference,variational approximation. Calculus of variations,functional analysis.

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distributed Archives - Junhao Hua

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Imagination is more important than knowledge. -Albert Einstein. November 5, 2014. 一 Courses 1. CSE 598A Algorithmic Challenges in Data Privacy，Spring 2010 Sofya Raskhodnikova，Adam D. Smith http:/ www.cse.psu.edu/ asmith/privacy598/2. The Algorithmic Foundations of Data Privacy，Fall 2011 Aaron Roth http:/ www.cis.upenn.edu/ aaroth/courses/privacyF11.html3.Statistical and Learning-Theoretic Challenges in Data Privacy workshops, 2010)http:/ www.ipam.ucla&#...2) Mean field Method. 1) Mean field Method.

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Junhao Hua - Imagination is more important than knowledge. -Albert Einstein

Imagination is more important than knowledge. -Albert Einstein. A Cauchy matrix is infinitely divisible. November 10, 2014. This article gives a proof of Example 4.11 in the textbook: Matrix Analysis with some Application. It shows that a Cauchy matrix is infinitely divisible. Theorem 1. Take numbers (r, lambda 1, lambda 2, dots, lambda n 0 ). And set (A {ij} = frac{1}{( lambda i lambda j) r} (1 leq i,j leq n), ). The matrix (A ). Is positive semidefinite for all (r 0 ). November 5, 2014. 一 Courses 1&#46...

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