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From "Till Rohrmann (JIRA)" <j...@apache.org>
Subject [jira] [Created] (FLINK-1807) Stochastic gradient descent optimizer for ML library
Date Tue, 31 Mar 2015 11:39:52 GMT
Till Rohrmann created FLINK-1807:

             Summary: Stochastic gradient descent optimizer for ML library
                 Key: FLINK-1807
                 URL: https://issues.apache.org/jira/browse/FLINK-1807
             Project: Flink
          Issue Type: Improvement
          Components: Machine Learning Library
            Reporter: Till Rohrmann

Stochastic gradient descent (SGD) is a widely used optimization technique in different ML
algorithms. Thus, it would be helpful to provide a generalized SGD implementation which can
be instantiated with the respective gradient computation. Such a building block would make
the development of future algorithms easier.

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