75 citations · 75 across the 2 of their papers we have counts for
3 papers
Maximum Flow on Highly Dynamic Graphs
Juntong Luo, Scott Sallinen, Matei Ripeanu
Recent advances in dynamic graph processing have enabled the analysis of highly dynamic graphs with change at rates as high as millions of edge changes per second. Solutions in thi…
Stop Wasting My Gradients: Practical SVRG
Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani +3
We present and analyze several strategies for improving the performance of stochastic variance-reduced gradient (SVRG) methods. We first show that the convergence rate of these met…
Accelerating Direction-Optimized Breadth First Search on Hybrid Architectures
Scott Sallinen, Abdullah Gharaibeh, Matei Ripeanu
Large scale-free graphs are famously difficult to process efficiently: the skewed vertex degree distribution makes it difficult to obtain balanced partitioning. Our research instea…