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Adityanand Guntuboyina
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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
1692016
On risk bounds in isotonic and other shape restricted regression problems
S Chatterjee, A Guntuboyina, B Sen
1432015
Global risk bounds and adaptation in univariate convex regression
A Guntuboyina, B Sen
Probability Theory and Related Fields 163 (1), 379-411, 2015
1012015
Nonparametric shape-restricted regression
A Guntuboyina, B Sen
Statistical Science 33 (4), 568-594, 2018
942018
Covering numbers for convex functions
A Guntuboyina, B Sen
IEEE Transactions on Information Theory 59 (4), 1957-1965, 2012
85*2012
Lower Bounds for the Minimax Risk Using -Divergences, and Applications
A Guntuboyina
IEEE Transactions on Information Theory 57 (4), 2386-2399, 2011
842011
Adaptive risk bounds in univariate total variation denoising and trend filtering
A Guntuboyina, D Lieu, S Chatterjee, B Sen
80*2020
On matrix estimation under monotonicity constraints
S Chatterjee, A Guntuboyina, B Sen
712018
On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising
S Saha, A Guntuboyina
The Annals of Statistics 48 (2), 738-762, 2020
562020
Adaptation in log-concave density estimation
AKH Kim, A Guntuboyina, RJ Samworth
The Annals of Statistics 46 (5), 2279-2306, 2018
532018
On Bayes risk lower bounds
X Chen, Y Zhang
Journal of Machine Learning Research 17 (218), 1-58, 2016
512016
Sharp Inequalities for -Divergences
A Guntuboyina, S Saha, G Schiebinger
IEEE transactions on information theory 60 (1), 104-121, 2013
492013
Optimal rates of convergence for convex set estimation from support functions
A Guntuboyina
Annals of Statistics 40 (1), 385-411, 2012
462012
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy–Krause variation
B Fang, A Guntuboyina, B Sen
332021
Concentration of the spectral measure of large Wishart matrices with dependent entries
A Guntuboyina, H Leeb
322009
Max-affine regression: Provable, tractable, and near-optimal statistical estimation
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
arXiv preprint arXiv:1906.09255, 2019
292019
The geometry of hypothesis testing over convex cones: Generalized likelihood ratio tests and minimax radii
Y Wei, MJ Wainwright, A Guntuboyina
252019
Convex regression in multidimensions: Suboptimality of least squares estimators
G Kur, F Gao, A Guntuboyina, B Sen
arXiv preprint arXiv:2006.02044, 2020
232020
Adaptation in multivariate log-concave density estimation
OY Feng, A Guntuboyina, AKH Kim, RJ Samworth
212021
Max-affine regression: Parameter estimation for Gaussian designs
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
IEEE Transactions on Information Theory 68 (3), 1851-1885, 2021
202021
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