K. Takatsu
Papers

Selected Papers

(A full list can be found here.)
The Berry-esseen bound for high-dimensional self-normalized sums
Woonyoung Chang*, Kenta Takatsu*, Konrad Urban* and Arun Kuchibhotla (*alphabetical order).
arXiv, 2025+
Bridging root-n and non-standard asymptotics:
dimension-agnostic adaptive inference in M-Estimation
Kenta Takatsu and Arun Kuchibhotla.
arXiv, 2025+ · slide
From isotonic to Lipschitz regression:
a new interpolative perspective on shape-restricted estimation
Kenta Takatsu, Tianyu Zhang, and Arun Kuchibhotla.
arXiv, 2024+ · code
Generalized van Trees inequality:
local minimax bounds for non-smooth functionals and irregular statistical models
Kenta Takatsu and Arun Kuchibhotla.
arXiv, 2024+
Doubly-robust machine learning based estimation methods for
instrumental variables with an application to surgical care for cholecystitis
Kenta Takatsu, Alexander W. Levis, Edward Kennedy, Rachel Kelz, and Luke Keele.
arXiv, Journal of the Royal Statistical Society: Series A, 2024 · slide
Debiased inference for a covariate-adjusted regression function
Kenta Takatsu and Ted Westling.
arXiv, Journal of the Royal Statistical Society: Series B, 2024 · code
Honorable mention for Best Student Paper at SLDS 2023