2 papers
cs.LG2026
NIMO: a Nonlinear Interpretable MOdel
Shijian Xu, Marcello Massimo Negri, Volker Roth
Deep learning has achieved remarkable success across many domains, but it has also created a growing demand for interpretability in model predictions. Although many explainable mac…
cs.CV2025
Weight Averaging for Out-of-Distribution Generalization and Few-Shot Domain Adaptation
Shijian Xu
Empirical risk minimization (ERM) is not robust to changes in the distribution of data. When the distribution of test data is different from that of training data, the problem is k…