Adityanand Guntuboyina

15 papers A* 2Journal 13

Year	Rank	Type	Title / 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