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Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints.
Andrew Cotter
Maya R. Gupta
Heinrich Jiang
Nathan Srebro
Karthik Sridharan
Serena Wang
Blake E. Woodworth
Seungil You
Published in:
ICML (2019)
Keyphrases
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data dependent
training set
generalization bounds
risk bounds
training samples
training examples
decision trees
support vector
rademacher complexity
supervised learning
training data
learning algorithm
feature selection
nearest neighbor