Publications
- Ki, D., Fang, B., and Guntuboyina, A. (2024) MARS via LASSO. Annals of Statistics, 52(3), 1102-1126. arXiv code journal
- IISA Student Paper Award, International Indian Statistical Association, 2023
- SFASA Student Travel Award, San Francisco Bay Area Chapter of the American Statistical Association, 2022
Submitted/Under Revision Articles
- Ki, D. and Guntuboyina, A. (2025+) Totally Concave Regression. Under revision. arXiv code
- KISS Outstanding Student Paper Award, Korean International Statistical Society, 2025
- IMS Hannan Graudate Student Travel Award, Institute of Mathematical Statistics, 2024
Working Papers
- Ki, D. and Guntuboyina, A. (2025+) What Functions Does XGBoost Learn? In preparation.
- ICSDS Student Travel Award, Institute of Mathematical Statistics, 2025
Software
- regmdc: R package for fitting nonparametric regression models with mixed derivative constraints. github
