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McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds.
Rui Ray Zhang
Xingwu Liu
Yuyi Wang
Liwei Wang
Published in:
NeurIPS (2019)
Keyphrases
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independent variables
dependent variables
upper bound
sufficient conditions
uniform convergence
multiple regression
information technology
worst case
statistically significant
planar graphs
data mining
lower bound
collaborative learning
regression model
lower and upper bounds
empirical risk minimization