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. Author manuscript; available in PMC: 2021 Mar 14.
Published in final edited form as: Proc SIAM Int Conf Data Min. 2020;2020:316–324. doi: 10.1137/1.9781611976236.36

Algorithm A.4.

function BandlimitingWeights (Λ(X), Λ(Y), ) = w(X, Y)

Compute the joint bandlimiting weights for two graphs.

Input: Normalized Laplacian eigenvalues Λ={Λ(X),Λ(Y):Λ(Z)={λj(Z)}j=2#|Z|}
Alignment band count
Output: Pairwise frequency weights w(X,Y):Λ(X)×Λ(Y)[0,1]
  1: ff:λ,,ξI(ξ1λξ+1)sin(π2cos2(πY(λξ))) Itersine wavele 4.1
  2: for i = 2, N2 do
  3: for j = 2, N2 do
  4:   wij(X,Y)0
  5:   for ξ = 1, do
  6:    wij(X,Y)wij(X,Y)+f(λi(X),,ξ)f(λj(Y),,ξ)
  7:   end for
  8: end for
  9: end for
10: return w(X, Y)