Enhancements to ensemble surrogates

MSDLLCpapers · Sep 13, 2024 · 17965cd · 17965cd
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 # Changelog
 
 ## [Untracked Changes]
+### Added
+- Improved methods for fitting PyTorch surrogates, including auto-stopping by parameter value norm
+
+### Modified
+- Greatly reduced the number of samples for DNN posterior, speeding up optimization
+- Stabilized the mean estimate of ensemble surrogates by avoiding resampling
+- Disabled root caching for ensemble surrogates during optimization
 
 ## [0.8.5]
 ### Added