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Aapo Kyrola
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2010 – 2019
- 2017
- [i7]Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He:
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour. CoRR abs/1706.02677 (2017) - 2016
- [j2]Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola:
Experimental Analysis of Space-Bounded Schedulers. ACM Trans. Parallel Comput. 3(1): 8:1-8:27 (2016) - 2014
- [c8]Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola:
Experimental analysis of space-bounded schedulers. SPAA 2014: 30-41 - [c7]Aapo Kyrola, Julian Shun, Guy E. Blelloch:
Beyond Synchronous: New Techniques for External-Memory Graph Connectivity and Minimum Spanning Forest. SEA 2014: 123-137 - [i6]Aapo Kyrola, Carlos Guestrin:
GraphChi-DB: Simple Design for a Scalable Graph Database System - on Just a PC. CoRR abs/1403.0701 (2014) - [i5]Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework For Parallel Machine Learning. CoRR abs/1408.2041 (2014) - 2013
- [c6]Aapo Kyrola:
DrunkardMob: billions of random walks on just a PC. RecSys 2013: 257-264 - 2012
- [j1]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
Distributed GraphLab: A Framework for Machine Learning in the Cloud. Proc. VLDB Endow. 5(8): 716-727 (2012) - [c5]Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen:
Kineograph: taking the pulse of a fast-changing and connected world. EuroSys 2012: 85-98 - [c4]Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin:
GraphChi: Large-Scale Graph Computation on Just a PC. OSDI 2012: 31-46 - [c3]Julian Shun, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola, Harsha Vardhan Simhadri, Kanat Tangwongsan:
Brief announcement: the problem based benchmark suite. SPAA 2012: 68-70 - [i4]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
Distributed GraphLab: A Framework for Machine Learning in the Cloud. CoRR abs/1204.6078 (2012) - 2011
- [c2]Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin:
Parallel Coordinate Descent for L1-Regularized Loss Minimization. ICML 2011: 321-328 - [i3]Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin:
Parallel Coordinate Descent for L1-Regularized Loss Minimization. CoRR abs/1105.5379 (2011) - [i2]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin:
GraphLab: A Distributed Framework for Machine Learning in the Cloud. CoRR abs/1107.0922 (2011) - 2010
- [c1]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework For Parallel Machine Learning. UAI 2010: 340-349 - [i1]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework for Parallel Machine Learning. CoRR abs/1006.4990 (2010)
Coauthor Index
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