Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation.
Gusseppe Bravo RoccaPeini LiuJordi GuitartAjay DholakiaDavid EllisonMiroslav HodakPublished in: CoRR (2022)
Keyphrases
- experimental data
- high quality
- multi agent
- data sets
- data collection
- knowledge discovery
- data mining techniques
- human subjects
- human experts
- data analysis
- data structure
- data processing
- statistical analysis
- raw data
- historical data
- accurate models
- end users
- image data
- database
- online learning
- computer systems
- reinforcement learning
- training data