activity
20102023
most citedA nearly-mlogn time solver for SDD linear systems

93 citations · 537 across the 73 of their papers we have counts for

collaborators
Showing 2017Show all

5 papers · 1 filter

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.DS2017

Optimal Offline Dynamic -Edge/Vertex Connectivity

Richard Peng, Bryce Sandlund, Daniel D. Sleator

We give offline algorithms for processing a sequence of and edge and vertex connectivity queries in a fully-dynamic undirected graph. While the current best fully-dynamic o…

cs.DS2017

Determinant-Preserving Sparsification of SDDM Matrices with Applications to Counting and Sampling Spanning Trees

David Durfee, John Peebles, Richard Peng +1

We show variants of spectral sparsification routines can preserve the total spanning tree counts of graphs, which by Kirchhoff's matrix-tree theorem, is equivalent to determinant o…

cs.DS2017

Concave Flow on Small Depth Directed Networks

Tung Mai, Richard Peng, Anup B. Rao +1

Small depth networks arise in a variety of network related applications, often in the form of maximum flow and maximum weighted matching. Recent works have generalized such methods…

cs.DS2017

Density Independent Algorithms for Sparsifying -Step Random Walks

Gorav Jindal, Pavel Kolev, Richard Peng +1

We give faster algorithms for producing sparse approximations of the transition matrices of -step random walks on undirected, weighted graphs. These transition matrices also for…