13 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
Neural Additive Models (NAMs) have recently demonstrated promising predictive performance while maintaining interpretability. However, their capacity is limited to capturing only f…
cs.LG2022★ 13 cited
Explicit Feature Interaction-aware Graph Neural Networks
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
Graph neural networks (GNNs) are powerful tools for handling graph-structured data. However, their design often limits them to learning only higher-order feature interactions, leav…