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Shift Estimation on Sparse Covariate Shifts Linear Models
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0.4
Estimation Inaccuracy (Bin 1)
EPA
0.2
1.55
2.9
4.25
May 29, 2026
Estimation Inaccuracy (Bin 1)
Estimation Inaccuracy (Bin 2)
Estimation Inaccuracy (Bin 3)
Estimation Inaccuracy (Bin 4)
Power (All Bins)
False Positive Rate (All Bins)
Updated 2d ago
Evaluation Results
Method
Method
Links
Estimation Inaccuracy (Bin 1)
Estimation Inaccuracy (Bin 2)
Estimation Inaccuracy (Bin 3)
Estimation Inaccuracy (Bin 4)
Power (All Bins)
False Positive Rate (All Bins)
EPA
Base Model Architectur...
2026.05
0.4
0.5
0.4
-
84.8
0
EPA
2026.05
0.7
1
1.4
0.9
76.5
5.6
KMM
Base Model Architectur...
2026.05
1.2
2.4
6.7
-
0
0
COV-CLF
Base Model Architectur...
2026.05
1.2
2.4
6.3
-
13
0
KMM
2026.05
1.4
2
15.8
11.1
0.9
0
SEES-C
2026.05
1.4
1.6
1.2
1.7
69.6
10
COV-CLF
2026.05
1.5
1.5
2.8
2.6
75.7
17.1
SEES-D
2026.05
1.6
2.2
5.3
4.4
79.1
17.8
SEES-D
Base Model Architectur...
2026.05
4.8
6.8
2.5
-
14.1
0
SEES-C
Base Model Architectur...
2026.05
5.4
6.6
2.3
-
14.1
0
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