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Distributional Counterfactual Explanations on COMPAS Non-diff. tabular
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0.0174
OT(x)
AReS
0.003948
0.094749
0.18555
0.276351
Mar 17, 2026
OT(x)
OT(y)
MMD
AReS Cost
Updated 1mo ago
Evaluation Results
Method
Method
Links
OT(x)
OT(y)
MMD
AReS Cost
AReS
Model differentiabilit...
2026.03
0.0174
0.499
0.0281
0.9278
DISCOVER
Model differentiabilit...
2026.03
0.0586
0.1412
0.0838
2.9224
DiCE
Model differentiabilit...
2026.03
0.0673
0.2376
0.0867
2.2813
GLOBE
Model differentiabilit...
2026.03
0.3537
0.248
0.2031
1.425
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