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Linear regression

Benchmarks

Dataset Name	SOTA Method	Metric
Linear regression with Toeplitz Sigma_a r=0.5	Sketched Newton Method	Coverage (%)100	41	4d ago
Linear Regression Equi-correlation Covariance, r=0.2	Sketched Newton Method	Covariance Capture (%)100	40	4d ago
Equi-correlation Sigma_a r=0.3	Sketched Newton Method	Covariance Coverage100	36	4d ago
Equi-correlation Sigma_a r=0.1	Sketched Newton Method	Covariance Coverage (%)100	36	4d ago
Linear regression with Toeplitz Sigma_a r=0.6	Sketched Newton Method	Coverage100	36	4d ago
Linear regression with Toeplitz Sigma_a r=0.4	Sketched Newton Method	Coverage (%)100	36	4d ago
Concrete 40% MNAR	minimal repair	Time (s)0.0217	32	1mo ago
Concrete 20% MNAR		Time (s)0.0172	32	1mo ago
Gas 40% MNAR	AC	Time (s)0.274	32	1mo ago
Superconductivity 20 MCAR injected (test)		Time (s)0.0692	19	1mo ago
Concrete 60	Minimal Repair	Time (s)0.0246	16	1mo ago
Gas 60	AC	Time (s)0.372	16	1mo ago
Gas 20	AC	Time (s)0.273	16	1mo ago
Superconductivity 60	Almost Minimal Repair	Time (s)6.5	16	1mo ago
Superconductivity 40	AC	Time (s)14.08	16	1mo ago
Superconductivity 20	Minimal Repair	Time (s)11.76	16	1mo ago
Concrete 60% MNAR	minimal repair	Time (s)0.0246	16	1mo ago
Gas (60% MNAR)	AC	Time (s)0.171	16	1mo ago
Gas 20% MNAR	AC	Time (s)0.259	16	1mo ago
Superconductivity (60% MNAR)	minimal repair	Time (s)0.0091	16	1mo ago
Superconductivity 40% MNAR	AC	Time (s)9.86	16	1mo ago
Superconductivity 20% MNAR	minimal repair	Time (s)11.76	16	1mo ago
Linear Regression Identity Covariance	Sketched Newton Method	Covariance Capture (%)100	15	4d ago
Toeplitz Σ (n=10^5, d=200)	BM	Covariance (%)97.37	15	17d ago
Toeplitz Σ (n=10^5, d=20)		Covariance (%)95.84	15	17d ago

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