Deep neural networks for rank-consistent ordinal regression based on conditional probabilities.
Xintong ShiWenzhi CaoSebastian RaschkaPublished in: Pattern Anal. Appl. (2023)
Keyphrases
- conditional probabilities
- neural network
- belief nets
- probabilistic inference
- probabilistic model
- bayesian networks
- probability distribution
- belief networks
- bayesian model
- random variables
- artificial neural networks
- joint distribution
- back propagation
- posterior probability
- bayesian belief networks
- class labels
- bayesian network structure
- network parameters
- prior probabilities
- main idea consists
- causal knowledge
- learning algorithm
- prior distribution
- bayesian inference
- data sets
- graphical models
- conditional distributions