The Impact of Message Passing in Agent-Based Submodular Maximization.
David GrimsmanMatthew R. KirchnerJoão P. HespanhaJason R. MardenPublished in: CDC (2020)
Keyphrases
- message passing
- belief propagation
- objective function
- distributed systems
- shared memory
- probabilistic inference
- inference in graphical models
- distributed shared memory
- graphical models
- approximate inference
- greedy algorithm
- markov random field
- sum product algorithm
- factor graphs
- junction tree
- matrix multiplication
- energy minimization
- loopy belief propagation
- ldpc codes
- post processing
- pairwise
- computer vision
- sum product
- stereo matching