run embed_main.m with matlab
Input:
A: N*N adjacency matrix (sparse)
K: dimensionality of embedding space
beta: decaying constant, default is 0.5 / spectral radius
Output:
U: N*K left embedding matrix
V: N*K right embedding matrix
The high-order proximity (katz) matrix is approximated by U * V'