Selected Papers

From isotonic to Lipschitz regression:
a new interpolative perspective on shape-restricted estimation
Kenta Takatsu, Tianyu Zhang, and Arun Kumar Kuchibhotla.
paper | code
2024
Generalized van Trees inequality:
local minimax bounds for non-smooth functionals and irregular statistical models
Kenta Takatsu and Arun Kumar Kuchibhotla.
paper
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.
Journal of the Royal Statistical Society: Series A | paper
2024
Debiased inference for a covariate-adjusted regression function
Kenta Takatsu and Ted Westling.
Journal of the Royal Statistical Society: Series B | paper | code
Honorable mention for Best Student Paper at SLDS 2023
2024