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New Sample Complexity Bounds for (Regularized) Sample Average Approximation in Several Heavy-Tailed, Non-Lipschitzian, and High-Dimensional Cases.
Hongcheng Liu
Jindong Tong
Published in:
CoRR (2024)
Keyphrases
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heavy tailed
high dimensional
low dimensional
generalized gaussian
data points
special case
machine learning
feature space
noisy data
sample complexity
optimality conditions