Outlier-robust neural network training: variation regularization meets trimmed loss to prevent functional breakdown

Akifumi Okuno, Shotaro Yagishita

In this study, we tackle the challenge of outlier-robust predictive modeling using highly expressive neural networks. Our approach integrates two key components: (1) a transformed…