Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards.
Sebastian Shenghong TayXinyi XuChuan Sheng FooBryan Kian Hsiang LowPublished in: CoRR (2021)
Keyphrases
- synthetic data
- machine learning
- reinforcement learning
- data sets
- pattern recognition
- real world
- real image data
- knowledge acquisition
- machine learning methods
- natural language processing
- knowledge representation
- explanation based learning
- supervised learning
- artificial intelligence
- collaborative learning
- information extraction
- text mining
- semi supervised learning
- learning community
- machine learning approaches
- data analysis
- learning systems
- collaborative problem solving
- machine learning algorithms
- cross disciplinary
- computer science
- semi automatic
- collaborative environment
- learning algorithm
- multiarmed bandit
- synthetic datasets
- long term and short term
- inductive logic programming
- statistical methods
- knowledge sharing
- markov decision processes
- computer vision
- feature selection
- semi supervised
- support vector machine
- information technology