Message Passing Descent for Efficient Machine Learning.
Francesco ConcettiMichael ChertkovPublished in: CoRR (2021)
Keyphrases
- message passing
- machine learning
- belief propagation
- distributed systems
- shared memory
- inference in graphical models
- sum product
- factor graphs
- probabilistic inference
- markov random field
- information extraction
- computer vision
- ldpc codes
- markov chain
- linear programming
- knowledge representation
- loopy belief propagation
- reinforcement learning
- sum product algorithm
- learning algorithm