Deep learning-based gas identification and quantification with auto-tuning of hyper-parameters.
Vishakha PareekSantanu ChaudhuryPublished in: Soft Comput. (2021)
Keyphrases
- deep learning
- hyperparameters
- model selection
- cross validation
- closed form
- unsupervised learning
- bayesian inference
- random sampling
- parameter settings
- bayesian framework
- support vector
- machine learning
- prior information
- em algorithm
- genetic algorithm
- maximum likelihood
- noise level
- mental models
- maximum a posteriori
- incremental learning
- sample size
- weakly supervised
- parameter space
- incomplete data
- data sets
- probabilistic model
- high dimensional
- bayesian networks
- feature selection
- missing values
- generative model
- learning strategies