Bayesian High-dimensional Grouped-regression using Sparse Projection-posterior

Samhita Pal, Subhashis Ghosal

We present a novel Bayesian approach for high-dimensional grouped regression under sparsity. We leverage a sparse projection method that uses a sparsity-inducing map to derive an i…