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Softmax formulation #841

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mmaaz-git opened this issue Sep 26, 2024 · 0 comments
Open

Softmax formulation #841

mmaaz-git opened this issue Sep 26, 2024 · 0 comments

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@mmaaz-git
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I see that as of Marabou 2.0, softmax is supported (A.1 in the paper). In particular, it can generate a MILP formulation for softmax.

My question is: how is this formulated? I cannot find any details about this in the paper. Is it a piecewise linear approximation? Is there a way to extract the MILP formulation to tweak it or add other constraints?
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