This blog establish notation for some paper.
denote scalars by lower case letters, e.g. b
vectors by lower case bold letters, e.g. w
The inner product of vectors u and v is denoted <u, v>
the p-norm of the vector x ||x||p
a shorthand for ||x||2 ||x||