HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices.
Prahalathan SundaramoorthyGautham Krishna GudurManav Rajiv MoorthyR. Nidhi BhandariVineeth VijayaraghavanPublished in: EMDL@MobiSys (2018)
Keyphrases
- incremental learning
- electronic devices
- wearable devices
- portable devices
- medical devices
- hand held devices
- semiconductor devices
- mobile devices
- incremental learning algorithm
- fuzzy artmap
- tablet pc
- supervised learning
- small screen
- scanning devices
- desktop computers
- input device
- mobile terminals
- learning process
- decision trees
- smart spaces
- smart phones
- neural learning
- batch mode
- handheld devices
- ensemble learning
- semi supervised
- rfid tags
- batch learning
- text mining
- learning environment
- feature selection