Blog

Where I write.

G. Polya’s generalized problem solving approach

Posted by Yao Yao on June 4, 2018

RBF (Radial Basis Function) Kernel

Posted by Yao Yao on May 15, 2018

Hypothesis Space / Underfitting / Overfitting / Bias / Variance

Posted by Yao Yao on May 15, 2018

Radial Function / Radial Basis Function / Base / Exponent / Power

Posted by Yao Yao on May 9, 2018

Kernel in Linear Algebra / Inner Product Space / Hyperplane / SVM / Kernel Function / Normed vector space / Metric Space

Posted by Yao Yao on May 9, 2018

R: implicit return values / return value of an assignment

Posted by Yao Yao on May 4, 2018

Convex Functions / Jensen's Inequality / Jensen's Inequality on Expectations / Gibbs' Inequality / Entropy

Posted by Yao Yao on April 10, 2018

Expectation Maximization Algorithm Intuition

Posted by Yao Yao on April 5, 2018

Gradient and Directional Derivative

Posted by Yao Yao on April 4, 2018

Generative Models

Posted by Yao Yao on April 4, 2018