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20072023
most citedForest Density Estimation

81 citations · 310 across the 59 of their papers we have counts for

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cs.DS2023

Efficient Algorithms and Hardness Results for the Weighted -Server Problem

Anupam Gupta, Amit Kumar, Debmalya Panigrahi

In this paper, we study the weighted -server problem on the uniform metric in both the offline and online settings. We start with the offline setting. In contrast to the (unweig…

cs.DS2023

The Price of Explainability for Clustering

Anupam Gupta, Madhusudhan Reddy Pittu, Ola Svensson +1

Given a set of points in -dimensional space, an explainable clustering is one where the clusters are specified by a tree of axis-aligned threshold cuts. Dasgupta et al. (ICML 20…

cs.DS2023

Set Covering with Our Eyes Wide Shut

Anupam Gupta, Gregory Kehne, Roie Levin

In the stochastic set cover problem (Grandoni et al., FOCS '08), we are given a collection of sets over a universe of size , and a distribution $…

cs.DS2022

A Local Search-Based Approach for Set Covering

Anupam Gupta, Euiwoong Lee, Jason Li

In the Set Cover problem, we are given a set system with each set having a weight, and we want to find a collection of sets that cover the universe, whilst having low total weight.…

cs.DS2022

Configuration Balancing for Stochastic Requests

Franziska Eberle, Anupam Gupta, Nicole Megow +2

The configuration balancing problem with stochastic requests generalizes many well-studied resource allocation problems such as load balancing and virtual circuit routing. In it, w…

cs.DS2022

Minimizing Completion Times for Stochastic Jobs via Batched Free Times

Anupam Gupta, Benjamin Moseley, Rudy Zhou

We study the classic problem of minimizing the expected total completion time of jobs on identical machines in the setting where the sizes of the jobs are stochastic. Specifica…