Adityanand Guntuboyina

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 8

Top Topics

Convex Functions

Hypothesis Test

Pairwise Comparisons

Statistical Estimation

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

Publications

Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
Max-Affine Regression: Parameter Estimation for Gaussian Designs. IEEE Trans. Inf. Theory 68 (3) (2022)
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. COLT (2020)
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. CoRR (2020)
Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation. CoRR (2019)
Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina
The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii. CoRR (2017)
Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues. IEEE Trans. Inf. Theory 63 (2) (2017)
Xi Chen, Adityanand Guntuboyina, Yuchen Zhang
On Bayes Risk Lower Bounds. J. Mach. Learn. Res. 17 (2016)
Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues. CoRR (2015)
Adityanand Guntuboyina
Covering numbers of $L_p$-balls of convex sets and functions. CoRR (2014)
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
Sharp Inequalities for $f$ -Divergences. IEEE Trans. Inf. Theory 60 (1) (2014)
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
Sharp Inequalities for $f$-divergences CoRR (2013)
Adityanand Guntuboyina, Bodhisattva Sen
Covering Numbers for Convex Functions. IEEE Trans. Inf. Theory 59 (4) (2013)
Adityanand Guntuboyina, Bodhisattva Sen
L1 Covering Numbers for Uniformly Bounded Convex Functions COLT (2012)
Adityanand Guntuboyina, Bodhisattva Sen
Covering Numbers for Convex Functions CoRR (2012)