notesum.ai

Published at December 6

cs.LG

cs.CR

Released Date: December 6, 2024

Authors: Chunyang Liao¹, Deanna Needell¹, Alexander Xue¹

Aff.: ¹University of California, Los Angeles

Dataset	Method	$N$	2000	4000	6000	8000	10000
Medical cost	pinv	test error	0.39	0.19	0.14	0.12	0.11
	pinv	time	0.61	0.96	1.44	1.92	2.44
	Kaczmarz	test error	0.29	0.17	0.14	0.12	0.11
	Kaczmarz	time	0.02	0.02	0.04	0.07	0.08
Wine quality	pinv	test error	0.79	0.41	0.33	0.30	0.31
	pinv	time	0.91	1.41	2.07	2.91	3.43
	Kaczmarz	test error	0.52	0.39	0.35	0.32	0.32
	Kaczmarz	time	0.02	0.03	0.07	0.07	0.10