A Distributed Block-Split Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems

Computer Science

• Inverse Problem 100%
• Hypergraph Structure 100%
• Linear Operator 100%
• Distributed Architecture 50%
• Optimization Technique 50%
• Client-Server Architecture 50%
• Communication Cost 50%
• Primal-Dual 50%
• Single Program 50%
• Multiple Worker 50%
• Dimensional Problem 50%
• Supplementary Material 50%

INIS

• samplers 100%
• algorithms 50%
• architecture 50%
• coordinates 50%
• optimization 50%
• approximations 25%
• data 25%
• distribution 25%
• images 25%
• cost 25%
• performance 25%
• calculation methods 25%
• sampling 25%
• workers 25%
• augmentation 25%

Mathematics

• Gibbs Sampler 100%
• Hypergraphs 100%
• Linear Operator 66%
• Smooth Function 33%
• Make Inference 33%
• Bayesian Inference 33%
• Classical Approach 33%
• Dual Variable 33%
• Approximates 33%
• Dimensional Problem 33%
• Supplementary Material 33%