Context-aware Model Selection for On-Device Object Detection.
Seongju KangChaeeun JeongKwangsue ChungPublished in: ICOIN (2021)
Keyphrases
- model selection
- context aware
- object detection
- smart spaces
- cross validation
- contextual information
- content adaptation
- parameter estimation
- regression model
- context awareness
- sample size
- ambient intelligence
- ubiquitous computing
- bayesian learning
- mobile devices
- hyperparameters
- mixture model
- variable selection
- computer vision
- information criterion
- machine learning
- multi class
- ubiquitous learning
- model selection criteria
- mobile users
- feature selection
- statistical inference
- mobile computing
- selection criterion
- error estimation
- smart home
- marginal likelihood
- context aware systems
- gaussian process
- pervasive computing
- mobile applications
- bayesian information criterion
- ubiquitous environment
- user context