Aapo Kyrola

17 papers A* 2A 3B 3Journal 9
YearRankTypeTitle / Venue / Authors
2017 J jnl
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.
CoRR
Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He
2016 J jnl
Experimental Analysis of Space-Bounded Schedulers.
ACM Trans. Parallel Comput.
Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola
2014 B conf
Beyond Synchronous: New Techniques for External-Memory Graph Connectivity and Minimum Spanning Forest.
SEA
Aapo Kyrola, Julian Shun, Guy E. Blelloch
2014 B conf
Experimental analysis of space-bounded schedulers.
SPAA
Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola
2014 J jnl
GraphChi-DB: Simple Design for a Scalable Graph Database System - on Just a PC.
CoRR
Aapo Kyrola, Carlos Guestrin
2014 J jnl
GraphLab: A New Framework For Parallel Machine Learning.
CoRR
Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2013 A conf
DrunkardMob: billions of random walks on just a PC.
RecSys
Aapo Kyrola
2012 B conf
Brief announcement: the problem based benchmark suite.
SPAA
Julian Shun, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola, Harsha Vardhan Simhadri, Kanat Tangwongsan
2012 J jnl
Distributed GraphLab: A Framework for Machine Learning in the Cloud
CoRR
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2012 J jnl
Distributed GraphLab: A Framework for Machine Learning in the Cloud.
Proc. VLDB Endow.
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2012 A* conf
GraphChi: Large-Scale Graph Computation on Just a PC.
OSDI
Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin
2012 A conf
Kineograph: taking the pulse of a fast-changing and connected world.
EuroSys
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
2011 J jnl
GraphLab: A Distributed Framework for Machine Learning in the Cloud
CoRR
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin
2011 J jnl
Parallel Coordinate Descent for L1-Regularized Loss Minimization
CoRR
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin
2011 A* conf
Parallel Coordinate Descent for L1-Regularized Loss Minimization.
ICML
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin
2010 A conf
GraphLab: A New Framework For Parallel Machine Learning.
UAI
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2010 J jnl
GraphLab: A New Framework for Parallel Machine Learning
CoRR
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein