{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:25:59Z","timestamp":1750220759092,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":12,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,6,19]],"date-time":"2020-06-19T00:00:00Z","timestamp":1592524800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,19]]},"DOI":"10.1145\/3409073.3409077","type":"proceedings-article","created":{"date-parts":[[2020,7,29]],"date-time":"2020-07-29T16:53:47Z","timestamp":1596041627000},"page":"6-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Efficient Logistic Regression with L2 Regularization using ADMM on Spark"],"prefix":"10.1145","author":[{"given":"Xiaodong","family":"Su","sequence":"first","affiliation":[{"name":"Shanghai University, Shanghai"}]}],"member":"320","published-online":{"date-parts":[[2020,7,29]]},"reference":[{"volume-title":"ADMM based Scalable Machine Learning on Spark.\" IEEE Big Data IEEE","year":"2015","key":"e_1_3_2_1_1_1","unstructured":"Dhar, Sauptik, \" ADMM based Scalable Machine Learning on Spark.\" IEEE Big Data IEEE , 2015 . Dhar, Sauptik, et al. \"ADMM based Scalable Machine Learning on Spark.\" IEEE Big Data IEEE, 2015."},{"key":"e_1_3_2_1_2_1","volume-title":"A dual algorithm for the solution of non linear variational problems via finite element approximation[M]","author":"Gabay","year":"1975","unstructured":"Gabay D, Mercier B. A dual algorithm for the solution of non linear variational problems via finite element approximation[M] . Institut de recherche d'informatique et d'automatique , 1975 . Gabay D, Mercier B. A dual algorithm for the solution of non linear variational problems via finite element approximation[M]. Institut de recherche d'informatique et d'automatique, 1975."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"e_1_3_2_1_4_1","unstructured":"\"Apache spark \" https:\/\/spark.apache.org\/ accessed: 2019-07-9.  \"Apache spark \" https:\/\/spark.apache.org\/ accessed: 2019-07-9."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3299869.3314038"},{"key":"e_1_3_2_1_6_1","first-page":"06807","article-title":"Mllib: Machine learning in apache spark","volume":"1505","author":"Meng X.","year":"2015","unstructured":"X. Meng , J. K. Bradley , B. Yavuz , E. R. Sparks , S. Venkataraman , D. Liu , J. Freeman , D. B. Tsai , M. Amde , S. Owen , D. Xin , R. Xin , M. J. Franklin , R. Zadeh , M. Zaharia , and A. Talwalkar , \" Mllib: Machine learning in apache spark \", CoRR , vol. abs\/ 1505 . 06807 , 2015 . [Online]. Available: http:\/\/arxiv.org\/abs\/1505.06807 X. Meng, J. K. Bradley, B. Yavuz, E. R. Sparks, S. Venkataraman, D. Liu, J. Freeman, D. B. Tsai, M. Amde, S. Owen, D. Xin, R. Xin, M. J. Franklin, R. Zadeh, M. Zaharia, and A. Talwalkar, \"Mllib: Machine learning in apache spark\", CoRR, vol. abs\/1505.06807, 2015. [Online]. Available: http:\/\/arxiv.org\/abs\/1505.06807","journal-title":"CoRR"},{"key":"e_1_3_2_1_7_1","volume-title":"Numerical optimization: theoretical and practical aspects, ser. Universitext","author":"Bonnans J.","year":"1979","unstructured":"J. Bonnans , Numerical optimization: theoretical and practical aspects, ser. Universitext ( 1979 ). Springer-Verlag New York Incorporated , 2003. J. Bonnans, Numerical optimization: theoretical and practical aspects, ser. Universitext (1979). Springer-Verlag New York Incorporated, 2003."},{"key":"e_1_3_2_1_8_1","unstructured":"\"Scalanlp\" http:\/\/www.scalanlp.org\/documentation\/ accessed: 2019-07-30.  \"Scalanlp\" http:\/\/www.scalanlp.org\/documentation\/ accessed: 2019-07-30."},{"key":"e_1_3_2_1_9_1","unstructured":"R. Nishihara L. Lessard B. Recht A. Packard and M. I.Jordan \"A General Analysis of the Convergence of ADMM \"ArXiv e-prints Feb. 2015  R. Nishihara L. Lessard B. Recht A. Packard and M. I.Jordan \"A General Analysis of the Convergence of ADMM \"ArXiv e-prints Feb. 2015"},{"key":"e_1_3_2_1_10_1","unstructured":"\"How-to: Tune your apache spark jobs (part 2) \"http:\/\/blog.cloudera.com\/blog\/2015\/03\/how-to-tune-your-apache-spark-jobs-part-2\/ accessed: 2019-06-30.  \"How-to: Tune your apache spark jobs (part 2) \"http:\/\/blog.cloudera.com\/blog\/2015\/03\/how-to-tune-your-apache-spark-jobs-part-2\/ accessed: 2019-06-30."},{"key":"e_1_3_2_1_11_1","unstructured":"https:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvmtools\/datasets\/binary.html#rcv1.binary  https:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvmtools\/datasets\/binary.html#rcv1.binary"},{"key":"e_1_3_2_1_12_1","volume-title":"Lin C C C","author":"Chang C C C","year":"2011","unstructured":"Chang C C C C , Lin C C C . A Library for Support Vector Machines [J]. 2011 . Chang C C C C, Lin C C C. A Library for Support Vector Machines[J]. 2011."}],"event":{"name":"ICMLT 2020: 2020 5th International Conference on Machine Learning Technologies","acronym":"ICMLT 2020","location":"Beijing China"},"container-title":["Proceedings of the 2020 5th International Conference on Machine Learning Technologies"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3409073.3409077","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3409073.3409077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:00Z","timestamp":1750200060000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3409073.3409077"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,19]]},"references-count":12,"alternative-id":["10.1145\/3409073.3409077","10.1145\/3409073"],"URL":"https:\/\/doi.org\/10.1145\/3409073.3409077","relation":{},"subject":[],"published":{"date-parts":[[2020,6,19]]},"assertion":[{"value":"2020-07-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}