Aapo Kyrola

According to our database, Aapo Kyrola authored at least 12 papers between 2010 and 2017.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2017

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He

CoRR, 2017

2014

GraphChi-DB: Simple Design for a Scalable Graph Database System - on Just a PC.

Aapo Kyrola, Carlos Guestrin

CoRR, 2014

Beyond Synchronous: New Techniques for External-Memory Graph Connectivity and Minimum Spanning Forest.

Aapo Kyrola, Julian Shun, Guy E. Blelloch

Proceedings of the Experimental Algorithms - 13th International Symposium, 2014

Experimental analysis of space-bounded schedulers.

Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola

Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures, 2014

2013

DrunkardMob: billions of random walks on just a PC.

Aapo Kyrola

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012

Distributed GraphLab: A Framework for Machine Learning in the Cloud.

Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein

Proc. VLDB Endow., 2012

Brief announcement: the problem based benchmark suite.

Julian Shun, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola, Harsha Vardhan Simhadri, Kanat Tangwongsan

Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures, 2012

GraphChi: Large-Scale Graph Computation on Just a PC.

Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin

Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012

Kineograph: taking the pulse of a fast-changing and connected world.

Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen

Proceedings of the European Conference on Computer Systems, 2012

2011

GraphLab: A Distributed Framework for Machine Learning in the Cloud

Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin

CoRR, 2011

Parallel Coordinate Descent for L1-Regularized Loss Minimization.

Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

GraphLab: A New Framework For Parallel Machine Learning.

Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein

Proceedings of the UAI 2010, 2010