In our experiments with housing datasets, we observed a significant improvement in model performance using Anchor Data Augmentation (ADA) compared to traditional methods like C-Mixup.
By employing ADA, we demonstrated that not only can regression models achieve enhanced in-distribution generalization, but they also exhibit improved robustness against out-of-distribution samples.
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