Adityanand Guntuboyina

15 papers A* 2Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
What Functions Does XGBoost Learn?
CoRR
Dohyeong Ki, Adityanand Guntuboyina
2022 J jnl
Max-Affine Regression: Parameter Estimation for Gaussian Designs.
IEEE Trans. Inf. Theory
Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
2020 A* conf
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies.
COLT
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
2020 J jnl
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies.
CoRR
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
2019 J jnl
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation.
CoRR
Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
2017 J jnl
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues.
IEEE Trans. Inf. Theory
Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright
2017 J jnl
The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii.
CoRR
Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina
2016 J jnl
On Bayes Risk Lower Bounds.
J. Mach. Learn. Res.
Xi Chen, Adityanand Guntuboyina, Yuchen Zhang
2015 J jnl
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues.
CoRR
Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright
2014 J jnl
Covering numbers of $L_p$-balls of convex sets and functions.
CoRR
Adityanand Guntuboyina
2014 J jnl
Sharp Inequalities for $f$ -Divergences.
IEEE Trans. Inf. Theory
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
2013 J jnl
Covering Numbers for Convex Functions.
IEEE Trans. Inf. Theory
Adityanand Guntuboyina, Bodhisattva Sen
2013 J jnl
Sharp Inequalities for $f$-divergences
CoRR
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
2012 J jnl
Covering Numbers for Convex Functions
CoRR
Adityanand Guntuboyina, Bodhisattva Sen
2012 A* conf
L1 Covering Numbers for Uniformly Bounded Convex Functions
COLT
Adityanand Guntuboyina, Bodhisattva Sen