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Published at November 25

On the Robustness of the Successive Projection Algorithm

math.NA

cs.DS

stat.ML

Released Date: November 25, 2024

Authors: Giovanni Barbarino¹, Nicolas Gillis¹

Aff.: ¹University of Mons

Arxiv: http://arxiv.org/abs/2411.16195v1

Refer to caption

	SPA	T-SPA	FAW	TL-SPA	SPA²	TL-SPA²
Exp. 1	0.136	0.136	0.136	0.136	0.136	0.136
Exp. 2	5.03 $\ 10^{-6}$	$\mathbf{1.93\ 10^{-5}}$	$\mathbf{1.93\ 10^{-5}}$	$\mathbf{1.93\ 10^{-5}}$	$\mathbf{1.93\ 10^{-5}}$	$\mathbf{1.93\ 10^{-5}}$
Exp. 3	0.182	0.174	0.263	0.166	0.380	0.417
Exp. 4	0	0.017	0.100	0.017	0	0.302