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The Two Dimensions of Worst-case Training and Their Integrated Effect for Out-of-domain Generalization.
Zeyi Huang
Haohan Wang
Dong Huang
Yong Jae Lee
Eric P. Xing
Published in:
CVPR (2022)
Keyphrases
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worst case
domain specific
average case
upper bound
lower bound
learning machines
error bounds
np hard
machine learning
domain independent
test set
worst case analysis
training error
training algorithm
domain experts
expert systems
computational complexity