The presence of spurious backslashes everywhere is distracting. What is this, a bad conversion to HTML from LaTeX?
The page uses jsMath to render TeX like expressions. There seems to be a short startup latency, then the expressions are replaced with the formatted versions.
All the information you'll ever need on Compressed Sensing: