Published and accepted papers
Hypothesis Test and Confidence Analysis with Wasserstein Distance on General Dimension (with M. Imaizumi and T. Hamaguchi). Neural Computation. 34 (6), 2022, 1448--1487.
Quantile Regression Approach to Conditional Mode Estimation (with K. Kato and S. Hara), Electron. J. Statist. 13, 2019, 3120--3160. arXiv:1811.05379.
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator (with M. Yamada, D. Wu, Y. H. Tsai, R. Salakhutdinov, I. Takeuchi, and K. Fukumizu). ICLR2019.
Working Papers
Quantile Approach to Intertemporal Consumption with Multiple Assets (with A. Galvao and L. de Castro), revise requested at Journal of Econometrics.
Conformalized testing for √n-outlier without any reference set.
Outlier detection and inference in contaminated high-dimensional linear models (with M. Xie and L. Zhang)
Working Projects
Finite sample inference on shuffled linear regression (with M. Imaizumi)
Technical Reports
Semi-parametric Estimation of Weighted Average Derivative of Single Index Modal Regression Model (Master thesis at UTokyo)
My reseach has been supported by KAKEN- 25K23133 (大規模離散パラメータに関する統計的推測理論と効率的なアルゴリズムの開発).