Aapo Kyrola
Publications by Year
Research Areas
Graph Theory and Algorithms, Cloud Computing and Resource Management, Advanced Graph Neural Networks, Parallel Computing and Optimization Techniques, Complex Network Analysis Techniques
Most-Cited Works
- → Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour(2017)2,612 cited
- → Distributed GraphLab(2012)1,669 cited
- → GraphChi: large-scale graph computation on just a PC(2012)901 cited
- → GraphLab: A New Framework For Parallel Machine Learning(2014)438 cited
- → Kineograph(2012)239 cited
- → Parallel Coordinate Descent for L1-Regularized Loss Minimization(2011)216 cited
- → Brief announcement(2012)192 cited
- → Distributed GraphLab: A Framework for Machine Learning in the Cloud(2012)91 cited