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, poster) [link]
  2. Wang, F., Kurtek, S., and Zhang, Y. (2026). Joint registration and conformal prediction for partially observed functional data. Journal of Computational and Graphical Statistics, 1-11. [link]
  3. Wang, L., Jiao, Z., and Wang, F. (2026). Policy-Oriented Binary Classification: Improving (KD-)CART Final Splits for Subpopulation Targeting. Proceedings of The 29th International Conference on Artificial Intelligence and Statistics, 300:721-729. (AISTATS 2026, poster) [link]
  4. Wang, F., Xu, X., Ghias, E., Mooney, S., Rundle, A., Sowa, W., Henry, K., Stroup, A., Harris, G., Li, J., Stanich, P., Hampel, H., and Plascak, J. Built Environment Audits Across Space and Time for Estimating Time-Varying Exposures: Cohort Study. JMIR Formative Research, 10(1),e86279. [link]

Preprints and working papers

  1. Wang, F., Kurtek, S., and Zhang, Y. Conformal Classification and Shape Prediction for Fragmented Curves. Under revision.
  2. 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. Under revision.
  3. Shao, M.*, Wang, F.*, Qian, Z.* and Zhang, Y.*. Distribution-free matrix prediction under arbitrary missing pattern. In preparation. (*Equal contribution)

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