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11/25/2022
A Survey of Learning Curves with Bad Behavior: or How More Data Need Not Lead to Better Performance
Plotting a learner's generalization performance against the training set...
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03/19/2021
The Shape of Learning Curves: a Review
Learning curves provide insight into the dependence of a learner's gener...
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04/07/2020
A Brief Prehistory of Double Descent
In their thought-provoking paper [1], Belkin et al. illustrate and discu...
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07/25/2019
How to Manipulate CNNs to Make Them Lie: the GradCAM Case
Recently many methods have been introduced to explain CNN decisions. How...
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07/11/2019
Minimizers of the Empirical Risk and Risk Monotonicity
Plotting a learner's average performance against the number of training ...
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06/14/2019