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20092026
most citedFast Noise Removal for -Means Clustering

13 citations · 60 across the 31 of their papers we have counts for

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25 papers · 1 filter

cs.DS2026

Optimal Convergence of Iterative Methods for Datalogo

Simon Frisk, Sungjin Im, Paraschos Koutris +4

has been introduced as an extension to Datalog that increases expressiveness, yet retains simple least fixpoint semantics and admits optimization technique…

cs.DS2023

Controlling Tail Risk in Online Ski-Rental

Michael Dinitz, Sungjin Im, Thomas Lavastida +2

The classical ski-rental problem admits a textbook 2-competitive deterministic algorithm, and a simple randomized algorithm that is -competitive in expectation. The…

cs.DS2023

Online Dynamic Acknowledgement with Learned Predictions

Sungjin Im, Benjamin Moseley, Chenyang Xu +1

We revisit the online dynamic acknowledgment problem. In the problem, a sequence of requests arrive over time to be acknowledged, and all outstanding requests can be satisfied simu…

cs.DS2022

Min-max Submodular Ranking for Multiple Agents

Qingyun Chen, Sungjin Im, Benjamin Moseley +2

In the submodular ranking (SR) problem, the input consists of a set of submodular functions defined on a ground set of elements. The goal is to order elements for all the functions…

cs.DS2022

Improved Approximations for Unrelated Machine Scheduling

Sungjin Im, Shi Li

We revisit two well-studied scheduling problems in the unrelated machines setting where each job can have a different processing time on each machine. For minimizing total weighted…

cs.DS2022

Optimizing Polymatroid Functions

Sungjin Im, Benjamin Moseley, Hung Q. Ngo +2

We consider a class of optimization problems that involve determining the maximum value that a function in a particular class can attain subject to a collection of difference const…