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GroupLasso support FeaturePytrees #188

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BalzaniEdoardo opened this issue Jul 12, 2024 · 0 comments
Open

GroupLasso support FeaturePytrees #188

BalzaniEdoardo opened this issue Jul 12, 2024 · 0 comments

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@BalzaniEdoardo
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GroupLasso works with array only so far. Extend the method to support FeaturePytrees. This may require changing the code for the proximal operator.

The mask needs to be a dictionary with keys that matches the FeaturePytree. Entries is a 1D vector of zeros and one, with shape (n_neurons, ), indicating if a feature needs to be penalized or not for each neuron.

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