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Joint parameter estimation on Contaminated Gaussian ε=1%
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0.003
Median RMSE (µ̂, σ̂)
GAN
-0.011234
0.084846
0.180925
0.277005
Dec 13, 2025
Median RMSE (µ̂, σ̂)
Std Dev of RMSE (µ̂, σ̂)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Median RMSE (µ̂, σ̂)
Std Dev of RMSE (µ̂, σ̂)
GAN
2025.12
0.003
0.1544
Approx. HD
2025.12
0.0041
0.0134
HD
Bandwidth (cn)=0.0001
2025.12
0.0292
0.5971
HD
Bandwidth (cn)=0.01
2025.12
0.0369
0.2793
HD
Bandwidth (cn)=0.5
2025.12
0.0644
0.0371
WGAN
2025.12
0.3589
0.118
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