activity
20092020
most citedA nearly-mlogn time solver for SDD linear systems

93 citations · 253 across the 24 of their papers we have counts for

collaborators
Showing cs.DSShow all

17 papers · 1 filter

cs.DS2018★ 12 cited

Graph Sketching Against Adaptive Adversaries Applied to the Minimum Degree Algorithm

Matthew Fahrbach, Gary L. Miller, Richard Peng +3

Motivated by the study of matrix elimination orderings in combinatorial scientific computing, we utilize graph sketching and local sampling to give a data structure that provides a…

cs.DS2017

On Computing Min-Degree Elimination Orderings

Matthew Fahrbach, Gary L. Miller, Richard Peng +3

We study faster algorithms for producing the minimum degree ordering used to speed up Gaussian elimination. This ordering is based on viewing the non-zero elements of a symmetric p…

cs.DS2016

An Empirical Study of Cycle Toggling Based Laplacian Solvers

Kevin Deweese, John R. Gilbert, Gary Miller +3

We study the performance of linear solvers for graph Laplacians based on the combinatorial cycle adjustment methodology proposed by [Kelner-Orecchia-Sidford-Zhu STOC-13]. The appro…

cs.DS2016★ 9 cited

Geometric Median in Nearly Linear Time

Michael B. Cohen, Yin Tat Lee, Gary Miller +2

In this paper we provide faster algorithms for solving the geometric median problem: given points in compute a point that minimizes the sum of Euclidean distan…

cs.DS2016

Routing under Balance

Alina Ene, Gary Miller, Jakub Pachocki +1

We introduce the notion of balance for directed graphs: a weighted directed graph is -balanced if for every cut , the total weight of edges going from to $V\s…

cs.DS2014

Stretching Stretch

Michael B. Cohen, Gary L. Miller, Jakub W. Pachocki +2

We give a generalized definition of stretch that simplifies the efficient construction of low-stretch embeddings suitable for graph algorithms. The generalization, based on discoun…