187 citations · 495 across the 8 of their papers we have counts for
3 papers · 1 filter
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…
LiRa: A New Likelihood-Based Similarity Score for Collaborative Filtering
Veronika Strnadova-Neeley, Aydin Buluc, John R. Gilbert +2
Recommender system data presents unique challenges to the data mining, machine learning, and algorithms communities. The high missing data rate, in combination with the large scale…
Mathematical Foundations of the GraphBLAS
Jeremy Kepner, Peter Aaltonen, David Bader +13
The GraphBLAS standard (GraphBlas.org) is being developed to bring the potential of matrix based graph algorithms to the broadest possible audience. Mathematically the Graph- BLAS…