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ORCIDAditya Guntuboyina
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- affiliation: University of California, Berkeley, Department of Statistics
- affiliation: Yale University, Department of Statistics
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Journal Articles
- 2022
[j6]Avishek Ghosh
, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran:
Max-Affine Regression: Parameter Estimation for Gaussian Designs. IEEE Trans. Inf. Theory 68(3): 1851-1885 (2022)- 2017
- [j5]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): 934-959 (2017) - 2016
- [j4]Xi Chen, Adityanand Guntuboyina, Yuchen Zhang:
On Bayes Risk Lower Bounds. J. Mach. Learn. Res. 17: 219:1-219:58 (2016) - 2014
- [j3]Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger:
Sharp Inequalities for $f$ -Divergences. IEEE Trans. Inf. Theory 60(1): 104-121 (2014) - 2013
- [j2]Adityanand Guntuboyina, Bodhisattva Sen:
Covering Numbers for Convex Functions. IEEE Trans. Inf. Theory 59(4): 1957-1965 (2013) - 2011
- [j1]Aditya Guntuboyina:
Lower Bounds for the Minimax Risk Using f -Divergences, and Applications. IEEE Trans. Inf. Theory 57(4): 2386-2399 (2011)
Conference and Workshop Papers
- 2020
- [c5]Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina:
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. COLT 2020: 2406-2424 - [c4]Avishek Ghosh, Ashwin Pananjady, Aditya Guntuboyina, Kannan Ramchandran:
Max-affine regression with universal parameter estimation for small-ball designs. ISIT 2020: 2706-2710 - 2016
- [c3]Nihar B. Shah, Sivaraman Balakrishnan, Aditya Guntuboyina, Martin J. Wainwright:
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues. ICML 2016: 11-20 - 2012
- [c2]Adityanand Guntuboyina, Bodhisattva Sen:
L1 Covering Numbers for Uniformly Bounded Convex Functions. COLT 2012: 12.1-12.13 - 2010
- [c1]Aditya Guntuboyina:
Minimax lower bounds via f-divergences. ISIT 2010: 1340-1344
Informal and Other Publications
- 2020
- [i7]Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina:
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. CoRR abs/2006.04046 (2020) - 2019
- [i6]Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran:
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation. CoRR abs/1906.09255 (2019) - 2017
- [i5]Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina:
The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii. CoRR abs/1703.06810 (2017) - 2015
- [i4]Nihar B. Shah, Sivaraman Balakrishnan, Adityanand Guntuboyina, Martin J. Wainwright:
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues. CoRR abs/1510.05610 (2015) - 2014
- [i3]Adityanand Guntuboyina:
Covering numbers of $L_p$-balls of convex sets and functions. CoRR abs/1403.6922 (2014) - 2013
- [i2]Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger:
Sharp Inequalities for $f$-divergences. CoRR abs/1302.0336 (2013) - 2012
- [i1]Adityanand Guntuboyina, Bodhisattva Sen:
Covering Numbers for Convex Functions. CoRR abs/1204.0147 (2012)
Coauthor Index
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