Neural Networks

All research related to Neural Networks. A full list of topics is available on my research page.

1. 📝 When are Deep Networks really better than Decision Forests at small sample sizes, and how?

   Haoyin Xu, Kaleab A. Kinfu, Will LeVine, Sambit Panda, Jayanta Dey, Michael Ainsworth, Yu-Chung Peng, Madi Kusmanov, Florian Engert, Christopher M. White, Joshua T. Vogelstein, Carey E. Priebe
   arXiv, 2021

   Illustrates that forest based methods excel at tabular data classification at small sample sizes while networks excel at larger sample sizes.