@article{JMLR:v27:24-1429,
  author  = {Wanli Hong and Shuyang Ling},
  title   = {Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data},
  journal = {Journal of Machine Learning Research},
  year    = {2026},
  volume  = {27},
  number  = {82},
  pages   = {1--46},
  url     = {http://jmlr.org/papers/v27/24-1429.html}
}