Concepedia

Scott Sallinen

SS

8

Publications

219

Citations

8

H-Index

2015

Active since

Affiliations

University of British Columbia(Current)

Lawrence Livermore National Laboratory

Tokyo Institute of Technology

University of Alabama at Birmingham

Scott Sallinen is an author at University of British Columbia specializing in computer science, data science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceCluster ComputingParallel ProgrammingBig DataGraph TheoryData ManagementGraph ProcessingDeep Learning

Publications per year

2015–2023

8

Publications

8

Stop wasting my gradients: practical SVRG

Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani et al. · Neural Information Processing Systems · 2015 · 50 citations

Model Optimization, Computational Science, Support Vector Machine +14

Stop Wasting My Gradients: Practical SVRG

Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani et al. · arXiv (Cornell University) · 2015 · 44 citations · Full text

Model Optimization, Computational Science, Support Vector Machine +14

High Performance Parallel Stochastic Gradient Descent in Shared Memory

Scott Sallinen, Satish Nadathur, Mikhail Smelyanskiy et al. · 2016 · 34 citations

Cluster Computing, Engineering, Machine Learning +16

Towards a Distributed Large-Scale Dynamic Graph Data Store

Keita Iwabuchi, Scott Sallinen, Roger Pearce et al. · 2016 · 25 citations · Full text

Cluster Computing, Engineering, Computer Architecture +19

Graph Colouring as a Challenge Problem for Dynamic Graph Processing on Distributed Systems

Scott Sallinen, Keita Iwabuchi, Suraj Poudel et al. · 2016 · 21 citations · Full text

Cluster Computing, Engineering, Network Analysis +22

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