CoCoA
09 / 2014
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CoCoA - Communication-Efficient Distributed Dual Coordinate Ascent
A framework for distributed training of machine learning models for classification and regression.

Code for both algorithms is available as open-source on github.com/gingsmith/cocoa, running on Apache Spark

this is a joint project with Virginia Smith, Martin Takáč, Jonathan Terhorst, Sanjay Krishnan, Thomas Hofmann, Michael I. Jordan

preview-cocoa-NIPS-poster