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20152026
most citedA Scalable Empirical Bayes Approach to Variable Selection

1 citations · 1 across the 10 of their papers we have counts for

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stat.CO2025

Geodesic Variational Bayes for Multiway Covariances

Quinn Simonis, Martin T. Wells

This article explores the optimization of variational approximations for posterior covariances of Gaussian multiway arrays. To achieve this, we establish a natural differential geo…

stat.CO2025

Separable Geodesic Lagrangian Monte Carlo for Inference in 2-Way Covariance Models

Quinn Simonis, Martin T. Wells

Matrix normal models have an associated 4-tensor for their covariance representation. The covariance array associated with a matrix normal model is naturally represented as a Krone…