diff --git a/README.md b/README.md index 1c5de92e5..53e2be1d1 100644 --- a/README.md +++ b/README.md @@ -38,13 +38,15 @@ performance or outcome of some model trained on it. Some concepts of value depend on a specific model of interest, while others are model-agnostic. pyDVL focuses on model-dependent methods. -
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best sample removal -

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Comparison of different data valuation methods on best sample removal.

@@ -55,13 +57,15 @@ training points have over the parameters of a model, or any function thereof. In particular, in machine learning they are also used to compute the effect of training samples over individual test points. -
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best sample removal -

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Influences of input points with corrupted data. Highlighted points have flipped labels.