GBV-PD projects gradient-based behavior vectors of test cases and the parameter delta of an evolved model onto a shared PCA basis to estimate directional loss changes without executing the new model.
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Evolution-Aware Regression Test Prioritization of ML-Enabled Systems Using Gradient-Based Behavior Vectors
GBV-PD projects gradient-based behavior vectors of test cases and the parameter delta of an evolved model onto a shared PCA basis to estimate directional loss changes without executing the new model.