f_df_drsc
PURPOSE
Function value and derivative with respect to last projection vector (column) of W
SYNOPSIS
function [f, df] = f_df_drsc(Data, W, sigma, U, degs)
DESCRIPTION
Function value and derivative with respect to last projection vector (column) of W
[F, DF] = F_DF_DRSC(DATA, W, SIGMA, U, DEGS)
Inputs:
(DATA): N-by-D data matrix
(W): Projection matrix
(SIGMA): scale parameter for Gaussian kernel used to
estimate similarity matrix (K)
(U): First (K) eigenvectors of D^{-1/2} *K*D^{-1/2}
(DEGS): Vector of degrees of each vertex: D = diag(degs)
Output:
(F): Function value
(DF): DerivativeCROSS-REFERENCE INFORMATION
This function calls:- drsc Dimensionality Reduction for Spectral Clustering
- drsc_linesearch Line search subroutine to determine stepsize for gradient ascent performed by DRSC
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