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Here, we show the results of using LassoNet to simultaneously select informative pixels and classify digits 5 and 6 from the MNIST dataset. Top: The classification accuracy by number of selected features. Bottom: 3 samples from the model with 84, 110 and 158 active features out of the 784 features respectively.
