Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization

Dang Nguyen, Paymon Haddad, Eric Gan +1

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