ABCinML: Anticipatory Bias Correction in Machine Learning Applications.
Abdulaziz A. AlmuzainiChidansh A. BhattDavid M. PennockVivek K. SinghPublished in: FAccT (2022)
Keyphrases
- bias correction
- machine learning
- intensity inhomogeneity
- machine learning algorithms
- computer vision
- decision trees
- semi supervised
- learning algorithm
- text mining
- naive bayes models
- maximum entropy principle
- supervised learning
- semi supervised learning
- support vector machine
- active learning
- maximum likelihood
- information extraction
- maximum entropy
- sample selection
- bayesian networks
- data sets