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Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.
Konstantinos E. Nikolakakis
Farzin Haddadpour
Amin Karbasi
Dionysios S. Kalogerias
Published in:
ICLR (2023)
Keyphrases
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risk bounds
data dependent
pac bayes
generalization bounds
empirical risk minimization
learning algorithm
vc dimension
stochastic processes
statistical learning theory
parameter free
active learning
learning theory
linear classifiers