Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers.
Francesco DagheroAlessio BurrelloChen XieLuca BeniniAndrea CalimeraEnrico MaciiMassimo PoncinoDaniele Jahier PagliariPublished in: VLSI-SoC (2021)
Keyphrases
- random forests
- efficient inference
- random forest
- ensemble methods
- probabilistic inference
- logistic regression
- decision trees
- machine learning algorithms
- fully connected
- markov random field
- human pose estimation
- exact inference
- graph structure
- approximate inference
- structured prediction
- conditional random fields
- text mining
- machine learning
- higher order
- markov networks
- depth images
- feature set
- learning algorithm