Cynthia Rush

activity

20152023

most citedCapacity-achieving Sparse Superposition Codes via Approximate Message Passing Decoding

126 citations · 300 across the 23 of their papers we have counts for

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2 papers · 1 filter

stat.ML2021★ 3 cited

On the Robustness to Misspecification of $α$ -Posteriors and Their Variational Approximations

Marco Avella Medina, José Luis Montiel Olea, Cynthia Rush +1

$α$ -posteriors and their variational approximations distort standard posterior inference by downweighting the likelihood and introducing variational approximation errors. We show t…

stat.ML2019★ 6 cited

Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing

Zhiqi Bu, Jason Klusowski, Cynthia Rush +1

SLOPE is a relatively new convex optimization procedure for high-dimensional linear regression via the sorted l1 penalty: the larger the rank of the fitted coefficient, the larger…

On the Robustness to Misspecification of α-Posteriors and Their Variational Approximations

Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing

On the Robustness to Misspecification of $α$ -Posteriors and Their Variational Approximations