Russell A. Poldrack

Information Projection and Approximate Inference for Structured Sparse Variables

2017 · International Conference on Artificial Intelligence and Statistics

Approximate inference via information projection has been recently introduced as a general-purpose approach for efficient probabilistic inference given sparse variables. This manuscript goes beyond classical sparsity by proposing efficient algorithms for approximate inference via information …