Stochastic block coordinate Frank-Wolfe algorithm for large-scale biological network alignment
With increasingly “big” data available in biomedical research, deriving accurate and reproducible biology knowledge from such big data imposes enormous computational challenges. In this paper, motivated by recently developed stochastic block coordinate algorithms, we propose a highly scalable random...
| Main Authors: | , |
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| Format: | Online |
| Language: | English |
| Published: |
Springer International Publishing
2016
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| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4826425/ |