Bias mitigation techniques in Image Classification: Fair Machine Learning in Human Heritage Collections.
Dalia Ortiz PabloSushruth BadriErik NorénChristoph NötzliPublished in: J. WSCG (2023)
Keyphrases
- image classification
- machine learning
- human learning
- image representation
- digital libraries
- visual features
- feature extraction
- image features
- knowledge acquisition
- pattern recognition
- augmented reality
- learning systems
- information retrieval
- machine learning algorithms
- data mining
- class specific
- machine learning approaches
- cultural heritage
- inductive learning
- machine learning methods
- bag of words
- text classification
- learning algorithm
- natural language processing
- decision trees
- document collections
- computer vision
- explanation based learning
- learning tasks
- human interaction
- artificial intelligence
- information extraction
- human behavior
- learning problems
- natural language
- human experts
- neural network
- supervised learning
- sparse representation
- metadata
- semi supervised learning