Github user yinxusen commented on the pull request:

    https://github.com/apache/spark/pull/8972#issuecomment-175694421
  
    @dbtsai I've wrote [a design 
doc](https://docs.google.com/document/d/1LSRQDXOepVsOsCRT_PFwuiS9qmbgCzEskVPKXdqHoX0/edit?usp=sharing)
 of warm-start in ML. You can find it in this JIRA: 
https://issues.apache.org/jira/browse/SPARK-11136. How about we sync about it 
wrt your API in LOR?


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