Analyzing and Preventing Bias in Text-Based Personal Trait Prediction Algorithms.
Isil Doga Yakut KiliçShimei PanPublished in: ICTAI (2016)
Keyphrases
- prediction accuracy
- prediction algorithm
- orders of magnitude
- significant improvement
- learning algorithm
- computational complexity
- feature selection
- times faster
- computational efficiency
- benchmark datasets
- computationally efficient
- optimization problems
- machine learning algorithms
- multi class
- computational cost
- data structure
- face recognition
- decision trees
- multimedia