{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:07:29Z","timestamp":1761581249133,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2014,11,3]],"date-time":"2014-11-03T00:00:00Z","timestamp":1414972800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["2013005259 and 2013R1A1A1064409"],"award-info":[{"award-number":["2013005259 and 2013R1A1A1064409"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2014,11,3]]},"DOI":"10.1145\/2661829.2662082","type":"proceedings-article","created":{"date-parts":[[2014,11,7]],"date-time":"2014-11-07T17:10:54Z","timestamp":1415380254000},"page":"1269-1278","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Data\/Feature Distributed Stochastic Coordinate Descent for Logistic Regression"],"prefix":"10.1145","author":[{"given":"Dongyeop","family":"Kang","sequence":"first","affiliation":[{"name":"KAIST Institute, Daejeon, South Korea"}]},{"given":"Woosang","family":"Lim","sequence":"additional","affiliation":[{"name":"KAIST, Daejeon, South Korea"}]},{"given":"Kijung","family":"Shin","sequence":"additional","affiliation":[{"name":"Seoul National University, Seoul, South Korea"}]},{"given":"Lee","family":"Sael","sequence":"additional","affiliation":[{"name":"SUNY Korea & Stony Brook Univ., Incheon, South Korea"}]},{"given":"U.","family":"Kang","sequence":"additional","affiliation":[{"name":"KAIST, Daejeon, South Korea"}]}],"member":"320","published-online":{"date-parts":[[2014,11,3]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"http:\/\/kdm.kaist.ac.kr\/papers\/dfdscd_supp_theory.pdf."},{"key":"e_1_3_2_1_2_1","volume-title":"A reliable effective terascale linear learning system. arXiv preprint arXiv:1110.4198","author":"Agarwal A.","year":"2011","unstructured":"A. Agarwal, O. Chapelle, M. Dud\u00edk, and J. Langford. A reliable effective terascale linear learning system. arXiv preprint arXiv:1110.4198, 2011."},{"key":"e_1_3_2_1_3_1","volume-title":"KDD Cup","author":"Bennett J.","year":"2007","unstructured":"J. Bennett, S. Lanning, and N. Netflix. The netflix prize. In KDD Cup, 2007."},{"key":"e_1_3_2_1_5_1","volume-title":"ICML","author":"Bradley J. K.","year":"2011","unstructured":"J. K. Bradley, A. Kyrola, D. Bickson, and C. Guestrin. Parallel coordinate descent for l1-regularized loss minimization. In ICML, 2011."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020426"},{"key":"e_1_3_2_1_7_1","volume-title":"KDD Workshop on Link Analysis for Detecting Complex Behavior","author":"Goldenberg A.","year":"2003","unstructured":"A. Goldenberg, J. Kubica, and P. Komarek. A comparison of statistical and machine learning algorithms on the task of link completion. In KDD Workshop on Link Analysis for Detecting Complex Behavior, 2003."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020577"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273567"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/1046920.1088684"},{"key":"e_1_3_2_1_11_1","volume-title":"AISTATS","author":"Komarek P. R.","year":"2003","unstructured":"P. R. Komarek and A. W. Moore. Fast robust logistic regression for large sparse datasets with binary outputs. In AISTATS, 2003."},{"key":"e_1_3_2_1_12_1","volume-title":"AAAI","author":"Lee S.-I.","year":"2006","unstructured":"S.-I. Lee, H. Lee, P. Abbeel, and A. Y. Ng. Efficient L1 regularized logistic regression. In AAAI, 2006."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/1005332.1005345"},{"key":"e_1_3_2_1_14_1","volume-title":"NIPS","author":"Long P.","year":"2011","unstructured":"P. Long and R. Servedio. Algorithms and hardness results for parallel large margin learning. In NIPS, 2011."},{"key":"e_1_3_2_1_15_1","volume-title":"NIPS","author":"Mann G.","year":"2009","unstructured":"G. Mann, R. T. McDonald, M. Mohri, N. Silberman, and D. Walker. Efficient large-scale distributed training of conditional maximum entropy models. In NIPS, 2009."},{"key":"e_1_3_2_1_16_1","volume-title":"A comparison of numerical optimizers for logistic regression. Technical report","author":"Minka T. P.","year":"2003","unstructured":"T. P. Minka. A comparison of numerical optimizers for logistic regression. Technical report, 2003."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/2107636.2107651"},{"key":"e_1_3_2_1_18_1","volume-title":"Hogwild!: A lock-free approach to parallelizing stochastic gradient descent. arXiv preprint arXiv:1106.5730","author":"Niu F.","year":"2011","unstructured":"F. Niu, B. Recht, C. R\u00e9, and S. J. Wright. Hogwild!: A lock-free approach to parallelizing stochastic gradient descent. arXiv preprint arXiv:1106.5730, 2011."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.73"},{"key":"e_1_3_2_1_20_1","volume-title":"Distributed coordinate descent method for learning with big data. arXiv:1310.2059","author":"Richt\u00e1rik P.","year":"2013","unstructured":"P. Richt\u00e1rik and M. Tak\u00e1c. Distributed coordinate descent method for learning with big data. arXiv:1310.2059, 2013."},{"key":"e_1_3_2_1_21_1","volume-title":"ICML","author":"Scherrer C.","year":"2012","unstructured":"C. Scherrer, M. Halappanavar, A. Tewari, and D. Haglin. Scaling up coordinate descent algorithms for large l1 regularization problems. In ICML, 2012."},{"key":"e_1_3_2_1_22_1","volume-title":"NIPS","author":"Scherrer C.","year":"2012","unstructured":"C. Scherrer, A. Tewari, M. Halappanavar, and D. Haglin. Feature clustering for accelerating parallel coordinate descent. In NIPS, 2012."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553493"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-003-0123-8"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0682-2"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2086737.2086743"},{"key":"e_1_3_2_1_27_1","first-page":"1","volume-title":"Proceedings of the KDD Cup 2010 Workshop","author":"Yu H.-F.","year":"2010","unstructured":"H.-F. Yu, H.-Y. Lo, H.-P. Hsieh, J.-K. Lou, T. G. McKenzie, J.-W. Chou, P.-H. Chung, C.-H. Ho, C.-F. Chang, Y.-H. Wei, et al. Feature engineering and classifier ensemble for kdd cup 2010. In Proceedings of the KDD Cup 2010 Workshop, pages 1--16, 2010."},{"key":"e_1_3_2_1_28_1","volume-title":"NIPS","author":"Zinkevich M.","year":"2010","unstructured":"M. Zinkevich, M. Weimer, A. J. Smola, and L. Li. Parallelized stochastic gradient descent. In NIPS, 2010."}],"event":{"name":"CIKM '14: 2014 ACM Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Shanghai China","acronym":"CIKM '14"},"container-title":["Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2661829.2662082","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2661829.2662082","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:19:49Z","timestamp":1750231189000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2661829.2662082"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,3]]},"references-count":27,"alternative-id":["10.1145\/2661829.2662082","10.1145\/2661829"],"URL":"https:\/\/doi.org\/10.1145\/2661829.2662082","relation":{},"subject":[],"published":{"date-parts":[[2014,11,3]]},"assertion":[{"value":"2014-11-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}