Search Results for author: Xiao-Li Meng

Found 2 papers, 1 papers with code

BELIEF in Dependence: Leveraging Atomic Linearity in Data Bits for Rethinking Generalized Linear Models

no code implementations19 Oct 2022 Benjamin Brown, Kai Zhang, Xiao-Li Meng

Two linearly uncorrelated binary variables must be also independent because non-linear dependence cannot manifest with only two possible states.

Scalable Spike-and-Slab

2 code implementations4 Apr 2022 Niloy Biswas, Lester Mackey, Xiao-Li Meng

Spike-and-slab priors are commonly used for Bayesian variable selection, due to their interpretability and favorable statistical properties.

Variable Selection

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