Leyla Biabani

most cited

k

-Center Clustering with Outliers in the MPC and Streaming Model

2 citations · 2 across the 4 of their papers we have counts for

collaborators

4 papers

cs.DC2024

$k$ -Center Clustering in Distributed Models

Leyla Biabani, Ami Paz

The $k$ -center problem is a central optimization problem with numerous applications for machine learning, data mining, and communication networks. Despite extensive study in variou…

cs.DS2023

Dynamic Non-monotone Submodular Maximization

Kiarash Banihashem, Leyla Biabani, Samira Goudarzi +3

Maximizing submodular functions has been increasingly used in many applications of machine learning, such as data summarization, recommendation systems, and feature selection. More…

cs.DS2023

Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time

Kiarash Banihashem, Leyla Biabani, Samira Goudarzi +3

Maximizing a monotone submodular function under cardinality constraint $k$ is a core problem in machine learning and database with many basic applications, including video and data…

cs.DS2023★ 2 cited

$k$ -Center Clustering with Outliers in the MPC and Streaming Model

Mark de Berg, Leyla Biabani, Morteza Monemizadeh

Given a point set $P \subseteq X$ of size $n$ in a metric space $(X, d i s t)$ of doubling dimension $d$ and two parameters $k \in N$ and $z \in N$ , the $k$ -center problem with $z$ out…

k-Center Clustering in Distributed Models

Dynamic Non-monotone Submodular Maximization

Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time

k-Center Clustering with Outliers in the MPC and Streaming Model

$k$ -Center Clustering in Distributed Models

$k$ -Center Clustering with Outliers in the MPC and Streaming Model