Papers

Publications

• Sawaya, K. (2026), “Provable FDR Control for Deep Feature Selection: Deep MLPs and Beyond.” In Proceedings of 29th International Conference on Artificial Intelligence and Statistics (AISTATS2026), [arXiv].

Preprints

• Sawaya, K., Uematsu, Y., & Imaizumi, M. (2024+), “High-Dimensional Single-Index Models: Link Estimation and Marginal Inference.” arXiv preprint, arXiv:2404.17812, R&R at Information and Inference.
• Sawaya, K., Uematsu, Y., & Imaizumi, M. (2023+), “Moment-Based Adjustments of Statistical Inference in High-Dimensional Generalized Linear Models.” arXiv preprint, arXiv:2305.17731, R&R at Electronic Journal of Statistics.

Work in Progress

• Precise Asymptotics for Linear Rank Regression (with Y. Uematsu and M. Imaizumi).
• Precise Gradient Descent Dynamics for NN Classification (with T. Koriyama, Q. Han, and M. Imaizumi).