Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks.

Spencer Frei Yuan Cao Quanquan Gu

Published in: NeurIPS (2019)

Keyphrases

learning algorithm
computational complexity
worst case
theoretical analysis
objective function
np hard
machine learning
optimal solution
special case
partial differential equations
data dependent
generalization bounds