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Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning.
Xinyi Xu
Lingjuan Lyu
Xingjun Ma
Chenglin Miao
Chuan Sheng Foo
Bryan Kian Hsiang Low
Published in:
NeurIPS (2021)
Keyphrases
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machine learning
reinforcement learning
machine learning methods
markov decision processes
feature selection
knowledge acquisition
collaborative learning
data driven
data mining
machine learning algorithms
text classification
edge detection
text mining
natural language processing
pattern recognition
artificial intelligence
decision trees
knowledge sharing
multiarmed bandit
multi user
learning tasks
data sets
resource allocation
cooperative
expert systems
supervised learning
computational intelligence
model selection
statistical methods
active learning
inductive logic programming
inductive learning
machine learning approaches
learning classifier systems
explanation based learning
image gradient
gradient method