Return-Path: X-Original-To: apmail-flink-issues-archive@minotaur.apache.org Delivered-To: apmail-flink-issues-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id ED0FB1881B for ; Fri, 8 May 2015 10:03:07 +0000 (UTC) Received: (qmail 39301 invoked by uid 500); 8 May 2015 10:03:07 -0000 Delivered-To: apmail-flink-issues-archive@flink.apache.org Received: (qmail 39265 invoked by uid 500); 8 May 2015 10:03:07 -0000 Mailing-List: contact issues-help@flink.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@flink.apache.org Delivered-To: mailing list issues@flink.apache.org Received: (qmail 39255 invoked by uid 99); 8 May 2015 10:03:07 -0000 Received: from Unknown (HELO spamd1-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Fri, 08 May 2015 10:03:07 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd1-us-west.apache.org (ASF Mail Server at spamd1-us-west.apache.org) with ESMTP id 7494CC2787 for ; Fri, 8 May 2015 10:03:07 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd1-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: -4.029 X-Spam-Level: X-Spam-Status: No, score=-4.029 tagged_above=-999 required=6.31 tests=[KAM_LAZY_DOMAIN_SECURITY=1, RCVD_IN_DNSWL_HI=-5, RCVD_IN_MSPIKE_H3=-0.01, RCVD_IN_MSPIKE_WL=-0.01, T_RP_MATCHES_RCVD=-0.01, URIBL_BLOCKED=0.001] autolearn=disabled Received: from mx1-us-east.apache.org ([10.40.0.8]) by localhost (spamd1-us-west.apache.org [10.40.0.7]) (amavisd-new, port 10024) with ESMTP id ca1EOKMCUBbZ for ; Fri, 8 May 2015 10:03:00 +0000 (UTC) Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx1-us-east.apache.org (ASF Mail Server at mx1-us-east.apache.org) with SMTP id 60AA645448 for ; Fri, 8 May 2015 10:03:00 +0000 (UTC) Received: (qmail 38104 invoked by uid 99); 8 May 2015 10:03:00 -0000 Received: from arcas.apache.org (HELO arcas.apache.org) (140.211.11.28) by apache.org (qpsmtpd/0.29) with ESMTP; Fri, 08 May 2015 10:03:00 +0000 Date: Fri, 8 May 2015 10:02:59 +0000 (UTC) From: "Till Rohrmann (JIRA)" To: issues@flink.incubator.apache.org Message-ID: In-Reply-To: References: Subject: [jira] [Closed] (FLINK-1716) Add CoCoA algorithm to flink-ml MIME-Version: 1.0 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 7bit X-JIRA-FingerPrint: 30527f35849b9dde25b450d4833f0394 [ https://issues.apache.org/jira/browse/FLINK-1716?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Till Rohrmann closed FLINK-1716. -------------------------------- > Add CoCoA algorithm to flink-ml > ------------------------------- > > Key: FLINK-1716 > URL: https://issues.apache.org/jira/browse/FLINK-1716 > Project: Flink > Issue Type: New Feature > Components: Machine Learning Library > Reporter: Till Rohrmann > Assignee: Till Rohrmann > Labels: ML > > Add the communication efficient distributed dual coordinate ascent algorithm to the flink machine learning library. See [CoCoA|http://arxiv.org/pdf/1409.1458.pdf] for the implementation details. > I propose to first implement it with hinge loss and l2-norm. This way, it will allow us to train SVMs in parallel. -- This message was sent by Atlassian JIRA (v6.3.4#6332)