An approximate analytical approach to resampling averages
Using a novel reformulation, we develop a framework to compute approximate resampling data averages analytically. The method avoids multiple retraining of statistical models on the samples. Our approach uses a combination of the replica "trick" of Statistical Physics and the TAP approach f...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
2003-12.
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| Subjects: | |
| Online Access: | Get fulltext |