Bias mitigation techniques in image classification: fair machine learning in human heritage collections.
Dalia Ortiz PabloSushruth BadriErik NorénChristoph NötzliPublished in: CoRR (2023)
Keyphrases
- image classification
- machine learning
- digital libraries
- feature extraction
- information retrieval
- decision trees
- pattern recognition
- machine learning methods
- machine learning algorithms
- data mining
- image features
- learning algorithm
- text mining
- image representation
- information extraction
- support vector machine
- data sets
- learning systems
- bag of words
- inductive bias
- learning tasks
- knowledge acquisition
- human interaction
- active learning
- metadata
- computational intelligence
- natural language processing
- visual features
- supervised learning
- feature vectors
- augmented reality
- training set
- data analysis
- computer science
- human experts
- explanation based learning
- human learning
- feature selection