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https://issues.apache.org/jira/browse/MADLIB-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Frank McQuillan updated MADLIB-1272:
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Fix Version/s: v1.15.1
> Simplify Nesterov by performing velocity update in previous iteration
> ---------------------------------------------------------------------
>
> Key: MADLIB-1272
> URL: https://issues.apache.org/jira/browse/MADLIB-1272
> Project: Apache MADlib
> Issue Type: Bug
> Components: Module: Neural Networks
> Reporter: Rahul Iyer
> Assignee: Rahul Iyer
> Priority: Minor
> Fix For: v1.15.1
>
>
> Momentum updates are complicated due to Nesterov requiring an initial update
> before gradient calculations. There is, however, a different form of the
> Nesterov update that can be cleanly performed after the regular update,
> simplifying the code. This allows performing the gradient calculations before
> any update - with or without Nesterov.
>
>
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