Publications

  1. Wang, F., Bharath, K., Chkrebtii, O., and Kurtek, S. (2024). Probabilistic size-and-shape functional mixed models. Advances in Neural Information Processing Systems, 37, 50031–50061. (NeurIPS 2024) [link]

Preprints and working papers

  1. Wang, L., Jiao, Z., and Wang, F. Policy-Oriented Binary Classification: Improving (KD-)CART Final Splits for Subpopulation Targeting. (accepted at AISTATS 2026) [link]
  2. Wang, F., Kurtek, S., and Zhang, Y. Joint registration and conformal prediction for partially observed functional data. arXiv preprint, arXiv:2502.15000. (accepted at Journal of Computational and Graphical Statistics, 2026) [link]
  3. Wang, F., Xu, X., Ghias, E., Mooney, S., Stroup, A., Rundle, A., Sowa, W., Henry, K., Harris, G., Li, J., Stanich, P., Hampel, H., and Plascak, J. Description and validation of a built environment audit across space and time for cohort linkages with residential histories. (under review at Journal of Medical Internet Research) [link]
  4. Wang, F.*, Shao, M.*, Qian, Z.* and Zhang, Y.*. Distribution-free matrix prediction under arbitrary missing pattern. In preparation. (*Equal contribution)
  5. Matuk, J., Wang, F., Chkrebtii, O., Bharath, K., Brophy, J., and Kurtek, S. Empirical Bayesian shape model for estimation and classification of fragmented fossil bovid teeth. In preparation.

Conference Presentations

  1. Dec 2025 - Policy-Oriented Binary Classification: Improving (KD-)CART Final Splits for Subpopulation Targeting , The 12th International Conference on the Chinese Economy: Past, Present, and Future, Jinan, China.
  2. Sep 2025 — Joint Registration and Conformal Prediction for Partially Observed Functional Data, poster, ISU-NISS Conference on AI and Statistics, Ames, IA.
  3. Dec 2024 — Probabilistic Size-and-shape Functional Mixed Models, The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada.
  4. Jul 2024 — Conformal Prediction for Fragmented Functional Data, The 7th International Conference on Econometrics and Statistics (EcoSta 2024), Beijing, China.
  5. Jan 2024 — Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern, IMS Asia Pacific Rim Meeting (APRM), Melbourne, Australia.
  6. Aug 2023 — Empirical Bayesian Shape Model for Estimation and Classification of Fragmented Bovid Teeth, Joint Statistical Meetings (JSM), Toronto, Canada.

Recommended Readings and Resources