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Aditya Guntuboyina

Affiliations:
  • University of California, Berkeley, Department of Statistics
  • Yale University, Department of Statistics


According to our database1, Aditya Guntuboyina authored at least 13 papers between 2010 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

On csauthors.net:

Bibliography

2022
Max-Affine Regression: Parameter Estimation for Gaussian Designs.
[BibTeX]
[DOI]
Avishek Ghosh
,
Ashwin Pananjady
,
Adityanand Guntuboyina
,
Kannan Ramchandran
IEEE Trans. Inf. Theory, 2022

2020
Max-affine regression with universal parameter estimation for small-ball designs.
[BibTeX]
[DOI]
Avishek Ghosh
,
Ashwin Pananjady
,
Aditya Guntuboyina
,
Kannan Ramchandran
Proceedings of the IEEE International Symposium on Information Theory, 2020

On Suboptimality of Least Squares with Application to Estimation of Convex Bodies.
[BibTeX]
[DOI]
Gil Kur
,
Alexander Rakhlin
,
Adityanand Guntuboyina
Proceedings of the Conference on Learning Theory, 2020

2019
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation.
[BibTeX]
[DOI]
Avishek Ghosh
,
Ashwin Pananjady
,
Adityanand Guntuboyina
,
Kannan Ramchandran
CoRR, 2019

2017
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues.
[BibTeX]
[DOI]
Nihar B. Shah
,
Sivaraman Balakrishnan
,
Adityanand Guntuboyina
,
Martin J. Wainwright
IEEE Trans. Inf. Theory, 2017

The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii.
[BibTeX]
[DOI]
Yuting Wei
,
Martin J. Wainwright
,
Adityanand Guntuboyina
CoRR, 2017

2016
On Bayes Risk Lower Bounds.
[BibTeX]
[DOI]
Xi Chen
,
Adityanand Guntuboyina
,
Yuchen Zhang
J. Mach. Learn. Res., 2016

2014
Sharp Inequalities for $f$ -Divergences.
[BibTeX]
[DOI]
Adityanand Guntuboyina
,
Sujayam Saha
,
Geoffrey Schiebinger
IEEE Trans. Inf. Theory, 2014

Covering numbers of $L_p$-balls of convex sets and functions.
[BibTeX]
[DOI]
Adityanand Guntuboyina
CoRR, 2014

2013
Covering Numbers for Convex Functions.
[BibTeX]
[DOI]
Adityanand Guntuboyina
,
Bodhisattva Sen
IEEE Trans. Inf. Theory, 2013

2012
L1 Covering Numbers for Uniformly Bounded Convex Functions
[BibTeX]
[DOI]
Adityanand Guntuboyina
,
Bodhisattva Sen
Proceedings of the COLT 2012, 2012

2011
Lower Bounds for the Minimax Risk Using f -Divergences, and Applications.
[BibTeX]
[DOI]
Aditya Guntuboyina
IEEE Trans. Inf. Theory, 2011

2010
Minimax lower bounds via f-divergences.
[BibTeX]
[DOI]
Aditya Guntuboyina
Proceedings of the IEEE International Symposium on Information Theory, 2010


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