Haoyin Xu

Haoyin Xu

Research Assistant at Johns Hopkins University, working on biomedical data science

Publications

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

Published in arXiv preprint, 2021

Conceptual & empirical comparisons between decision forests & deep networks

Recommended citation: Xu, H., Kinfu, K.A., LeVine, W., Panda, S., Dey, J., Ainsworth, M., Peng, Y., Kusmanov, M., Engert, F., White, C.M., Vogelstein, J.T., & Priebe, C.E. (2021). When are Deep Networks really better than Decision Forests at small sample sizes, and how? https://arxiv.org/abs/2108.13637

Omnidirectional Transfer for Quasilinear Lifelong Learning

Published in arXiv preprint, 2020

Exploring lifelong learning algorithms: Omnidirectional Forests (Odif) and Omnidirectional Networks (Odin)

Recommended citation: Vogelstein, J.T., Dey, J., Helm, H.S., LeVine, W., Mehta, R.D., Geisa, A., Xu, H., Ven, G.M., Chang, E.J., Gao, C., Yang, W., Tower, B., Larson, J., White, C., & Priebe, C.E. (2020). Omnidirectional Transfer for Quasilinear Lifelong Learning. https://arxiv.org/abs/2004.12908