Toward Compact and Robust Model Learning Under Dynamically Perturbed Environments.
Hui LuoZhuangwei ZhuangYuanqing LiMingkui TanCen ChenJianlin ZhangPublished in: IEEE Trans. Circuits Syst. Video Technol. (2024)
Keyphrases
- learning scheme
- prior knowledge
- probabilistic model
- computational model
- learning algorithm
- learning models
- reinforcement learning
- formal model
- neural network
- automatically learned
- robust optimization
- hidden variables
- learning problems
- experimental data
- knowledge acquisition
- data sets
- supervised learning
- active learning
- hidden markov models
- real world
- learning mechanism
- decision theoretic
- high level
- similarity measure
- learning process
- cost function
- online learning
- conditional random fields
- statistical model
- mathematical model
- learning systems
- dynamic environments
- unsupervised learning
- generative model
- markov random field