Adityanand Guntuboyina
Title
Cited by
Cited by
Year
Stochastically transitive models for pairwise comparisons: Statistical and computational issues
N Shah, S Balakrishnan, A Guntuboyina, M Wainwright
International Conference on Machine Learning, 11-20, 2016
1262016
On risk bounds in isotonic and other shape restricted regression problems
S Chatterjee, A Guntuboyina, B Sen
The Annals of Statistics 43 (4), 1774-1800, 2015
1062015
Global risk bounds and adaptation in univariate convex regression
A Guntuboyina, B Sen
Probability Theory and Related Fields 163 (1), 379-411, 2015
772015
Lower Bounds for the Minimax Risk Using -Divergences, and Applications
A Guntuboyina
IEEE Transactions on Information Theory 57 (4), 2386-2399, 2011
702011
Covering numbers for convex functions
A Guntuboyina, B Sen
IEEE Transactions on Information Theory 59 (4), 1957-1965, 2012
612012
On matrix estimation under monotonicity constraints
S Chatterjee, A Guntuboyina, B Sen
Bernoulli 24 (2), 1072-1100, 2018
532018
Nonparametric shape-restricted regression
A Guntuboyina, B Sen
Statistical Science 33 (4), 568-594, 2018
432018
Adaptation in log-concave density estimation
AKH Kim, A Guntuboyina, RJ Samworth
Annals of Statistics 46 (5), 2279-2306, 2018
412018
Sharp Inequalities for -Divergences
A Guntuboyina, S Saha, G Schiebinger
IEEE transactions on information theory 60 (1), 104-121, 2013
382013
Optimal rates of convergence for convex set estimation from support functions
A Guntuboyina
Annals of Statistics 40 (1), 385-411, 2012
372012
Adaptive risk bounds in univariate total variation denoising and trend filtering
A Guntuboyina, D Lieu, S Chatterjee, B Sen
The Annals of Statistics 48 (1), 205-229, 2020
322020
On Bayes risk lower bounds
X Chen, A Guntuboyina, Y Zhang
The Journal of Machine Learning Research 17 (1), 7687-7744, 2016
252016
Concentration of the spectral measure of large Wishart matrices with dependent entries
A Guntuboyina, H Leeb
Electronic Communications in Probability 14, 334-342, 2009
252009
Spatial adaptation in trend filtering
A Guntuboyina, D Lieu, S Chatterjee, B Sen
arXiv preprint arXiv:1702.05113 8, 2017
212017
On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising
S Saha, A Guntuboyina
Annals of Statistics 48 (2), 738-762, 2020
182020
Minimax lower bounds
A Guntuboyina
Yale University, 2011
142011
Max-affine regression: Provable, tractable, and near-optimal statistical estimation
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
arXiv preprint arXiv:1906.09255, 2019
122019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy–Krause variation
B Fang, A Guntuboyina, B Sen
The Annals of Statistics 49 (2), 769-792, 2021
112021
Adaptation in multivariate log-concave density estimation
OY Feng, A Guntuboyina, AKH Kim, RJ Samworth
The Annals of Statistics 49 (1), 129-153, 2021
112021
The geometry of hypothesis testing over convex cones: Generalized likelihood ratio tests and minimax radii
Y Wei, MJ Wainwright, A Guntuboyina
Annals of Statistics 47 (2), 994-1024, 2019
112019
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Articles 1–20