Quantifying Human Bias and Knowledge to guide ML models during Training.
Hrishikesh ViswanathAndrey ShorYoshimasa KitaguchiPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- probabilistic model
- cognitive models
- domain knowledge
- computational models
- training set
- knowledge representation
- structured prediction
- data sets
- complex systems
- parameter estimation
- subject matter experts
- formal models
- human cognition
- human beings
- human experts
- experimental data
- statistical model
- knowledge acquisition
- maximum likelihood
- data mining techniques
- support vector
- machine learning