Bayesian sparsity and class sparsity priors for dictionary learning and coding
Dictionary learning methods continue to gain popularity for the solution of challenging
inverse problems. In the dictionary learning approach, the computational forward model is …
inverse problems. In the dictionary learning approach, the computational forward model is …
[HTML][HTML] Bayesian sparsity and class sparsity priors for dictionary learning and coding
Dictionary learning methods continue to gain popularity for the solution of challenging
inverse problems. In the dictionary learning approach, the computational forward model is …
inverse problems. In the dictionary learning approach, the computational forward model is …
Hierarchical Bayesian Inverse Problems: A High-Dimensional Statistics Viewpoint
D Sanz-Alonso, N Waniorek - arXiv preprint arXiv:2401.03074, 2024 - arxiv.org
This paper analyzes hierarchical Bayesian inverse problems using techniques from high-
dimensional statistics. Our analysis leverages a property of hierarchical Bayesian …
dimensional statistics. Our analysis leverages a property of hierarchical Bayesian …
Mathematical Modeling of Gas Transport Across Cell Membrane: Forward and Inverse Problems
A Bocchinfuso - 2023 - search.proquest.com
Two of the many functions supporting life, pH regulations and gas exchange, appear to be
related and many studies have been conducted on the gas exchange across cell …
related and many studies have been conducted on the gas exchange across cell …
[PDF][PDF] Group sparsity promotion via Bayesian hierarchical models in dictionary learning/coding
D Calvetti - sites.uci.edu
Group sparsity promotion via Bayesian hierarchical models in dictionary learning/coding Page
1 0. Group sparsity promotion via Bayesian hierarchical models in dictionary learning/coding …
1 0. Group sparsity promotion via Bayesian hierarchical models in dictionary learning/coding …
Hierarchical Bayesian models for EEG, MEG and beyond
E Somersaloa - PROCEEDINGS OF SIMAI 2023 - unibas.it
Erkki Somersaloa a Department of Mathematics, Applied Mathematics and Statistics, Case
Western Reserve University (USA) ejs49@ case. edu In this talk, a review of hierarchical …
Western Reserve University (USA) ejs49@ case. edu In this talk, a review of hierarchical …