Understanding DNNs in Feature Interaction Models: A Dimensional Collapse Perspective
arXiv:2604.26489v1 Announce Type: new
Abstract: DNNs have gained widespread adoption in feature interaction recommendation models. However, there has been a longstanding debate on their roles. On one hand, some works claim that DNNs possess the abilit…