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): Derivative
CROSS-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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