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Logistic Regression on Toeplitz Sigma_a (r=0.5) (synthetic)
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98.5
Coverage
Sketched Newton Method
84.98
88.49
92
95.51
Feb 10, 2025
Coverage
Variance Error
Updated 5d ago
Evaluation Results
Method
Method
Links
Coverage
Variance Error
Sketched Newton Method
d=20, tau=infinity, Es...
2025.02
98.5
0.038
Sketched Newton Method
d=20, tau=10, Estimato...
2025.02
96
0.028
Weighted sample covariance estimator
d (Dimension)=40, Opti...
2025.02
95
0.063
Sketched Newton Method
d=60, tau=10, Estimato...
2025.02
94.5
0.081
Weighted sample covariance estimator
d (Dimension)=100, Opt...
2025.02
93.5
0.164
Sketched Newton Method
d=60, tau=10, Estimato...
2025.02
92
-0.215
SGD
d=20, Estimator=Ξ̄_t
2025.02
88
-0.199
SGD
d (Dimension)=40, Opti...
2025.02
85.5
-0.19
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