[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-05 Thread Sean Owen (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15896190#comment-15896190 ] Sean Owen commented on SPARK-6407: -- I did some work on this, but it's not a paper or anything, just some

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-05 Thread Daniel Li (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15896177#comment-15896177 ] Daniel Li commented on SPARK-6407: -- bq. In practice fold-in works fine. Folding in a day or so of updates

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-05 Thread Sean Owen (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15896154#comment-15896154 ] Sean Owen commented on SPARK-6407: -- Computing one or two iterations per update -- as in every time

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-04 Thread Daniel Li (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15896033#comment-15896033 ] Daniel Li commented on SPARK-6407: -- Appreciate the quick reply, [~srowen]. Yeah, we'd be recomputing

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-04 Thread Sean Owen (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15895605#comment-15895605 ] Sean Owen commented on SPARK-6407: -- How is it different from recomputing all of U and V? Doing anything

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2017-03-04 Thread Daniel Li (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15895589#comment-15895589 ] Daniel Li commented on SPARK-6407: -- Reviving this thread since I'm interested in implementing streaming

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-06 Thread Burak Yavuz (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14481874#comment-14481874 ] Burak Yavuz commented on SPARK-6407: I actually worked on this over the weekend for

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-06 Thread Xiangrui Meng (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14481711#comment-14481711 ] Xiangrui Meng commented on SPARK-6407: -- Attached the comment from Chunnan Yao in

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-05 Thread Xiangrui Meng (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14423680#comment-14423680 ] Xiangrui Meng commented on SPARK-6407: -- Using ALS for online updates is expensive. I

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-02 Thread Chris Fregly (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14392646#comment-14392646 ] Chris Fregly commented on SPARK-6407: - from [~mengxr] The online update should be

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-02 Thread Sean Owen (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14392742#comment-14392742 ] Sean Owen commented on SPARK-6407: -- ALS doesn't use gradient descent, at least not enough

[jira] [Commented] (SPARK-6407) Streaming ALS for Collaborative Filtering

2015-04-02 Thread Joseph K. Bradley (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-6407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14393021#comment-14393021 ] Joseph K. Bradley commented on SPARK-6407: -- I'm not too familiar with the area,