Make the Most of Your Data: Changing the Training Data Distribution to Improve In-distribution Generalization Performance

no code implementations • 27 Apr 2024 • Dang Nguyen, Paymon Haddad, Eric Gan, Baharan Mirzasoleiman

Can we modify the training data distribution to encourage the underlying optimization method toward finding solutions with superior generalization performance on in-distribution data?

Data Augmentation Inductive Bias