A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification.
Burak ÇakmakYue M. LuManfred OpperPublished in: CoRR (2024)
Keyphrases
- message passing
- multi class classification
- convergence analysis
- inference in graphical models
- multi class
- belief propagation
- distributed systems
- global convergence
- binary classification
- support vector
- optimality conditions
- approximate inference
- multi task learning
- markov random field
- graphical models
- convergence rate
- genetic algorithm
- pairwise
- machine learning
- optimization methods
- dynamic programming
- graph cuts
- higher order