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20172026
most citedLearning-based Support Estimation in Sublinear Time

8 citations · 12 across the 12 of their papers we have counts for

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14 papers · 1 filter

cs.DS2026

A note on approximating the average degree of bounded arboricity graphs

Talya Eden, C. Seshadhri

Estimating the average degree of graph is a classic problem in sublinear graph algorithm. Eden, Ron, and Seshadhri (ICALP 2017, SIDMA 2019) gave a simple algorithm for this problem…

cs.DS2025

Fast Agnostic Learners in the Plane

Talya Eden, Ludmila Glinskih, Sofya Raskhodnikova

We investigate the computational efficiency of agnostic learning for several fundamental geometric concept classes in the plane. While the sample complexity of agnostic learning is…

cs.DS2025

Testable algorithms for approximately counting edges and triangles in sublinear time and space

Talya Eden, Ronitt Rubinfeld, Arsen Vasilyan

We consider the fundamental problems of approximately counting the numbers of edges and triangles in a graph in sublinear time. Previous algorithms for these tasks are significantl…

cs.DS2025

Approximately Counting and Sampling Hamiltonian Motifs in Sublinear Time

Talya Eden, Reut Levi, Dana Ron +1

Counting small subgraphs, referred to as motifs, in large graphs is a fundamental task in graph analysis, extensively studied across various contexts and computational models. In t…

cs.DS2024

A Sublinear Algorithm for Approximate Shortest Paths in Large Networks

Sabyasachi Basu, Nadia Kōshima, Talya Eden +2

Computing distances and finding shortest paths in massive real-world networks is a fundamental algorithmic task in network analysis. There are two main approaches to solving this t…

cs.DS2024

Testing -freeness in bounded-arboricity graphs

Talya Eden, Reut Levi, Dana Ron

We study the problem of testing -freeness (-cycle-freeness) for fixed constant in graphs with bounded arboricity (but unbounded degrees). In particular, we are inte…