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20112024
most citedHigh-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity

551 citations · 1.1k across the 33 of their papers we have counts for

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cs.SI2018

Graph-Based Ascent Algorithms for Function Maximization

Muni Sreenivas Pydi, Varun Jog, Po-Ling Loh

We study the problem of finding the maximum of a function defined on the nodes of a connected graph. The goal is to identify a node where the function obtains its maximum. We focus…

cs.SI2016

Adversarial Influence Maximization

Justin Khim, Varun Jog, Po-Ling Loh

We consider the problem of influence maximization in fixed networks for contagion models in an adversarial setting. The goal is to select an optimal set of nodes to seed the influe…