Search Results for author: Spencer Compton

Found 2 papers, 0 papers with code

Entropic Causal Inference: Identifiability and Finite Sample Results

no code implementations NeurIPS 2020 Spencer Compton, Murat Kocaoglu, Kristjan Greenewald, Dmitriy Katz

This unobserved randomness is measured by the entropy of the exogenous variable in the underlying structural causal model, which governs the causal relation between the observed variables.

Causal Identification Causal Inference

Near-Optimal Mean Estimation with Unknown, Heteroskedastic Variances

no code implementations5 Dec 2023 Spencer Compton, Gregory Valiant

Given data drawn from a collection of Gaussian variables with a common mean but different and unknown variances, what is the best algorithm for estimating their common mean?

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