Algorithms sample maximum-entropy distributions over citizen assembly panels, yielding better intersectional diversity and higher probability of satisfying unseen representation constraints than standard methods.
De Loera, Raymond Hemmecke, Jeremiah Tauzer, and Ruriko Yoshida
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New algorithm computes holonomic submodule of partial Weyl closure via non-commutative Rabinowitsch trick, implemented in Julia with reported speedups over Singular and Macaulay2.
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Maximally Random Sortition
Algorithms sample maximum-entropy distributions over citizen assembly panels, yielding better intersectional diversity and higher probability of satisfying unseen representation constraints than standard methods.
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Computing a holonomic submodule of the partial Weyl closure
New algorithm computes holonomic submodule of partial Weyl closure via non-commutative Rabinowitsch trick, implemented in Julia with reported speedups over Singular and Macaulay2.