SDE recovers closed-form PMFs for discrete distributions via evolutionary search guided by domain priors, recovering all benchmark families with accurate parameters and improving mixture fits on real data.
Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, and Chandan K
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Symbolic Density Estimation for Discrete Distributions
SDE recovers closed-form PMFs for discrete distributions via evolutionary search guided by domain priors, recovering all benchmark families with accurate parameters and improving mixture fits on real data.