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20192026
most citedLearning-Based Low-Rank Approximations

19 citations · 27 across the 17 of their papers we have counts for

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cs.DS2026

A Configuration-LP Framework for Connected -Median Clustering

Kushagra Chatterjee, Rojin Rezvan, Ali Vakilian

We study the \emph{connected -median} clustering problem, a clustering problem that augments the classical -median objective with connectivity constraints. We focus on the \e…

cs.DS2026

An Optimal Algorithm for Stochastic Vertex Cover

Jan van den Brand, Inge Li Gørtz, Chirag Pabbaraju +5

The goal in the stochastic vertex cover problem is to obtain an approximately minimum vertex cover for a graph that is realized by sampling each edge independently with s…

cs.DS2025

Sublinear Metric Steiner Forest via Maximal Independent Set

Sepideh Mahabadi, Mohammad Roghani, Jakub Tarnawski +1

In this work we consider the Metric Steiner Forest problem in the sublinear time model. Given a set of points in a metric space where distances are provided by means of que…

cs.DS2025

Max-Cut with Multiple Cardinality Constraints

Yury Makarychev, Madhusudhan Reddy Pittu, Ali Vakilian

We study the classic Max-Cut problem under multiple cardinality constraints, which we refer to as the Constrained Max-Cut problem. Given a graph , a partition of the vert…

cs.DS2025

Guessing Efficiently for Constrained Subspace Approximation

Aditya Bhaskara, Sepideh Mahabadi, Madhusudhan Reddy Pittu +2

In this paper we study constrained subspace approximation problem. Given a set of points in , the goal of the {\em subspace approximation} pr…

cs.DS2025

Streaming Algorithms for Network Design

Chandra Chekuri, Rhea Jain, Sepideh Mahabadi +1

We consider the Survivable Network Design problem (SNDP) in the single-pass insertion-only streaming model. The input to SNDP is an edge-weighted graph and an integer…