Adityanand Guntuboyina

activity

20082026

most citedOn risk bounds in isotonic and other shape restricted regression problems

141 citations · 297 across the 30 of their papers we have counts for

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2 papers · 1 filter

cs.IT2014★ 2 cited

Covering numbers of $L_{p}$ -balls of convex sets and functions

Adityanand Guntuboyina

We prove bounds for the covering numbers of classes of convex functions and convex sets in Euclidean space. Previous results require the underlying convex functions or sets to be u…

cs.IT2012★ 1 cited

Covering Numbers for Convex Functions

Adityanand Guntuboyina, Bodhisattva Sen

In this paper we study the covering numbers of the space of convex and uniformly bounded functions in multi-dimension. We find optimal upper and lower bounds for the $ε$ -covering n…

Covering numbers of Lp​-balls of convex sets and functions

Covering Numbers for Convex Functions

Covering numbers of $L_{p}$ -balls of convex sets and functions