Bayesian Inference with Nonlinear Generative Models: Comments on Secure Learning.
Ali BereyhiBruno LoureiroFlorent KrzakalaRalf R. MüllerHermann Schulz-BaldesPublished in: CoRR (2022)
Keyphrases
- bayesian inference
- generative model
- hidden variables
- probabilistic model
- discriminative learning
- prior knowledge
- boltzmann machine
- learning process
- parameter learning
- conditional random fields
- learning tasks
- learning algorithm
- prior information
- bayesian framework
- reinforcement learning
- data sets
- topic models
- supervised learning
- active learning
- weakly supervised
- structured prediction
- variational inference
- machine learning