Diversified Ensembling: An Experiment in Crowdsourced Machine Learning.
Ira Globus-HarrisDeclan HarrisonMichael KearnsPietro PeronaAaron RothPublished in: FAccT (2024)
Keyphrases
- machine learning
- machine learning algorithms
- pattern recognition
- predictive accuracy
- low quality
- machine learning methods
- video annotation
- learning algorithm
- artificial intelligence
- knowledge acquisition
- supervised learning
- active learning
- model selection
- natural language processing
- information extraction
- computational biology
- explanation based learning
- machine learning and data mining
- data analysis
- computer science
- feature selection
- computer vision
- real time
- supervised machine learning
- classifier ensemble
- learning tasks
- transfer learning
- semi supervised learning
- text classification
- support vector machine
- knowledge representation
- feature space
- genetic algorithm
- data mining
- neural network