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Predictive Density Estimation on CA Housing Laplace noise, 15% Corruptions
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1.61
Negative Log Predictive Density
Standard GP
-0.5736
14.1657
28.905
43.6443
Oct 31, 2024
Negative Log Predictive Density
Updated 4d ago
Evaluation Results
Method
Method
Links
Negative Log Predictive Density
Standard GP
2024.10
1.61
Relevance Pursuit
2024.10
3.51
Huber GP
2024.10
40.6
Laplace GP
2024.10
42.3
Student-t GP
2024.10
56
Huber GP + Projection
2024.10
56.2
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