Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models.
Jonggeol NaJi Hyun BakNikolaos V. SahinidisPublished in: Comput. Chem. Eng. (2021)
Keyphrases
- low complexity
- bayesian inference
- machine learning
- statistical inference
- probabilistic model
- prior information
- lower complexity
- bayesian model
- video encoding
- computational complexity
- motion estimation
- wireless video
- variational inference
- expectation propagation
- reinforcement learning
- video streaming
- distributed video coding
- multiple description coding
- graphical models
- video encoder
- hierarchical bayesian
- particle filter
- vlsi architecture
- bayesian networks