aai-institute / aai-institute/pyDVL
Cache with running average - possible bias and instability
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benchmarking
enhancement
theory
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Mô tả
Our cache uses a running average to speed up the calculation of the shapley values for non-deterministic training. However, it is unclear how stable montecarlo shapley is towards non-deterministic training, and even more so with a running average calculation of the shapley values. We should do some experiments to check the stability of these new options in a few examples, and possibly include some tests in our pipelines.
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