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cs.LG2023
Epicure: Distilling Sequence Model Predictions into Patterns
Miltiadis Allamanis, Earl T. Barr
Most machine learning models predict a probability distribution over concrete outputs and struggle to accurately predict names over high entropy sequence distributions. Here, we ex…
cs.LG2019★ 1 cited
Model Validation Using Mutated Training Labels: An Exploratory Study
Jie M. Zhang, Mark Harman, Benjamin Guedj +2
We introduce an exploratory study on Mutation Validation (MV), a model validation method using mutated training labels for supervised learning. MV mutates training data labels, ret…