Uploaded image for project: 'SystemDS'
  1. SystemDS
  2. SYSTEMDS-1937

Vector Free L-BFGS implementation

    XMLWordPrintableJSON

    Details

    • Type: New Feature
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: Algorithms, ParFor
    • Labels:
      None

      Description

      This is for the implementation of vector free L-BFGS, as in the paper http://papers.nips.cc/paper/5333-large-scale-l-bfgs-using-mapreduce.pdf , to avoid the parameter server.

      Example implementation for spark-ml lib : @ https://github.com/yanboliang/spark-vlbfgs

        Attachments

          Issue Links

            Activity

              People

              • Assignee:
                Unassigned
                Reporter:
                return_01 Janardhan
              • Votes:
                0 Vote for this issue
                Watchers:
                0 Start watching this issue

                Dates

                • Created:
                  Updated: