Papers

Publications

• Sawaya, K., Uematsu, Y., & Imaizumi, M. (2026), “High-Dimensional Single-Index Models: Link Estimation and Marginal Inference.” Information and Inference: A Journal of the IMA, 15(3):iaag032, [arXiv].
• Sawaya, K., Uematsu, Y., & Imaizumi, M. (2026), “Moment-Based Adjustments of Statistical Inference in High-Dimensional Generalized Linear Models.” Electronic Journal of Statistics, 20(2):4083-4133, [arXiv].
• 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), PMLR 300:4951-4959, [arXiv].

Work in Progress

• Precise Asymptotics for Linear Rank Regression (with Y. Uematsu and M. Imaizumi).
• High-Dimensional Gaussian Approximation via Group Structure.