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2026 1

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Symbolic Density Estimation for Discrete Distributions

cs.LG · 2026-05-20 · unverdicted · novelty 6.0

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.

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  • Symbolic Density Estimation for Discrete Distributions cs.LG · 2026-05-20 · unverdicted · none · ref 12

    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.