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11/19/2022
Monitoring the edges of product networks using distances
Foucaud et al. recently introduced and initiated the study of a new grap...
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02/27/2022
DXM-TransFuse U-net: Dual Cross-Modal Transformer Fusion U-net for Automated Nerve Identification
Accurate nerve identification is critical during surgical procedures for...
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01/30/2021
Spike and slab Bayesian sparse principal component analysis
Sparse principal component analysis (PCA) is a popular tool for dimensio...
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12/05/2018
Empirical priors and coverage of posterior credible sets in a sparse normal mean model
Bayesian methods provide a natural means for uncertainty quantification,...
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07/10/2018
Bayesian Linear Regression for Multivariate Responses Under Group Sparsity
We study the frequentist properties of a Bayesian high-dimensional multi...
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01/19/2018