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Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.
Shiori Sagawa
Pang Wei Koh
Tatsunori B. Hashimoto
Percy Liang
Published in:
CoRR (2019)
Keyphrases
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neural network
worst case
pattern recognition
artificial neural networks
robust optimization
genetic algorithm
upper bound
greedy algorithm
lower bound
fuzzy logic
error bounds
multilayer perceptron
neural nets
average case
worst case scenario
semi supervised
np hard