Author Archives: Hon Leung

Least squares in a non-ordinary sense

Simple ordinary least squares regression (SOLSR) means the following. Given data , , find a line in represented by that fits the data in the following sense. The loss of each data point to the line is       … Continue reading

Posted in Applied mathematics, Calculus, Optimization, Statistics | Leave a comment

27 lines on a smooth cubic surface

Here describes two different proofs of a general smooth cubic surface containing exactly 27 lines. One approach uses blow-ups and the other one uses the Grassmannian. If I have time I will elaborate on the discussion.  

Posted in Algebraic geometry | Leave a comment

Toric perspective 1

This series of posts will be about toric varieties. The author is not sure if there is a part 2, but he still calls this part 1. This post is about computing the dimensions and degrees of popular toric varieties. … Continue reading

Posted in Algebraic geometry, Combinatorics | 3 Comments

High degree polynomial with few real roots

There are univariate polyomials that the number of non-real roots is significantly larger than that of real roots. The simplest example is where is odd. It has one real root and non-real roots. In this post we show an example … Continue reading

Posted in Algebra, Calculus, Miscellaneous | Leave a comment

Three by three skew-symmetric matrix

This is just a short remark about 3 x 3 skew-symmetric-matrix. Theorem.          If is nonzero and skew-symmetric, then two of its singular values are nonzero and equal, while the other one is zero. Proof.       … Continue reading

Posted in Linear Algebra | Tagged | Leave a comment

Polynomial Optimization 3: Why do we need generalize?

It has been a while since the last post. Let us recall what we have done. We study the unconstrained polynomial optimization problem ()           where is a real polynomial. This problem is equivalent to () … Continue reading

Posted in Algebra, Applied mathematics, Optimization | Leave a comment

AM-GM-HM Inequality: A Statistical Point of View

In this post we shall give another proof of the famous AM-GM-HM inequality: If are positive real numbers, then AM GM HM, precisely .

Posted in Applied mathematics, Calculus, Optimization, Statistics | 1 Comment