Concepedia

Adityanand Guntuboyina

AG

Statistics

Publications

22

Citations

790

H-Index

14

Active since

2009

Affiliations

University of California, Berkeley(Current)

Columbia University

Yale University

Adityanand Guntuboyina is an author at University of California, Berkeley specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceEstimation TheoryApproximation TheoryMathematical ProgrammingConvex OptimizationProbabilityFunctional AnalysisFunctional Data Analysis

Publications per year

2009–2021

22

Publications

22

On risk bounds in isotonic and other shape restricted regression problems

Sabyasachi Chatterjee, Adityanand Guntuboyina, Bodhisattva Sen · The Annals of Statistics · 2015 · 140 citations · Full text

Lower Bounds for the Minimax Risk Using $f$-Divergences, and Applications

Adityanand Guntuboyina · IEEE Transactions on Information Theory · 2011 · 92 citations

Mathematical Programming, Engineering, Variational Analysis +16

Global risk bounds and adaptation in univariate convex regression

Adityanand Guntuboyina, Bodhisattva Sen · Probability Theory and Related Fields · 2014 · 78 citations · Full text

Mathematical Programming, Engineering, Convex Optimization +4

Nonparametric Shape-Restricted Regression

Adityanand Guntuboyina, Bodhisattva Sen · Statistical Science · 2018 · 78 citations · Full text

Geometric Modeling, Parameter Estimation, Density Estimation +15

Covering Numbers for Convex Functions

Adityanand Guntuboyina, Bodhisattva Sen · IEEE Transactions on Information Theory · 2012 · 76 citations

Engineering, Interpolation Space, Empirical Minimization Procedures +10

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