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Covariance Estimation on Non-elliptical signed log-normal (σ = 0.5) ε = 0.1 (test)
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0.329
Covariance Error
Ours-Lepski
-0.40584
4.55433
9.5145
14.47467
Feb 15, 2026
Covariance Error
Subspace Error
Eigenvalue Error
Latency (s)
Updated 5d ago
Evaluation Results
Method
Method
Links
Covariance Error
Subspace Error
Eigenvalue Error
Latency (s)
Ours-Lepski
2026.02
0.329
0.231
0.0935
0.312
Ours-MinUpper
2026.02
0.331
0.231
0.0999
0.204
LedoitWolf
2026.02
4.88
0.604
3.48
0.107
KendallTau
2026.02
11.1
0.304
9.14
33.9
Tyler
2026.02
11.6
0.232
9.79
1.48
MoM-Entry
2026.02
15.3
0.646
11.1
0.0462
SCM
2026.02
18.7
0.604
14
0.0235
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