{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T15:49:07Z","timestamp":1783093747427,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,6,28]],"date-time":"2009-06-28T00:00:00Z","timestamp":1246147200000},"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":[[2009,6,28]]},"DOI":"10.1145\/1557019.1557082","type":"proceedings-article","created":{"date-parts":[[2009,6,30]],"date-time":"2009-06-30T13:10:54Z","timestamp":1246367454000},"page":"547-556","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":122,"title":["Large-scale sparse logistic regression"],"prefix":"10.1145","author":[{"given":"Jun","family":"Liu","sequence":"first","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianhui","family":"Chen","sequence":"additional","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jieping","family":"Ye","sequence":"additional","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2009,6,28]]},"reference":[{"key":"e_1_3_2_2_1_1","first-page":"6745","article-title":"Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays","volume":"96","author":"Alon U.","year":"1999","unstructured":"U. Alon , N. Barkai , D. A. Notterman , K. Gish , S. Ybarra , D. Mack , and A. J. Levine . Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays . Cell Biology , 96 : 6745 -- 6750 , 1999 . U. Alon, N. Barkai, D. A. Notterman, K. Gish, S.Ybarra, D.Mack, andA. J. Levine. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Cell Biology, 96:6745--6750, 1999.","journal-title":"Cell Biology"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm324"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.5555\/993483"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/519627.790299"},{"key":"e_1_3_2_2_5_1","volume-title":"ACM SIGKDD International conference on Knowledge Discovery and Data mining","author":"Chang M.","year":"1996","unstructured":"M. Chang , W. Yih , and C. Meek . A logistic regression model for detecting prominences . In ACM SIGKDD International conference on Knowledge Discovery and Data mining , 1996 . M. Chang, W. Yih, and C. Meek. A logistic regression model for detecting prominences. In ACM SIGKDD International conference on Knowledge Discovery and Data mining, 1996."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390191"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"e_1_3_2_2_8_1","unstructured":"S. Eyheramendy E. Genkin W. Ju D.D. Lewis and D. Madigan. Sparse bayesian classifiers for text categorization. Technical report. S. Eyheramendy E. Genkin W. Ju D.D. Lewis and D. Madigan. Sparse bayesian classifiers for text categorization. Technical report."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1016218223"},{"key":"e_1_3_2_2_10_1","volume-title":"Department of Statistics","author":"Friedman J.","year":"2008","unstructured":"J. Friedman , T. Hastie , and R. Tibshirani . Regularized paths for generalized linear models via coordinate descent. Technical report , Department of Statistics , Stanford University , 2008 . J. Friedman, T. Hastie, and R. Tibshirani. Regularized paths for generalized linear models via coordinate descent. Technical report, Department of Statistics, Stanford University, 2008."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1080\/10618600.1998.10474784","article-title":"the bridge versus the lasso","volume":"7","author":"W. Fu.","year":"1998","unstructured":"W. Fu. Penalized regressions : the bridge versus the lasso . Journal of Computational and Graphical Statistics , 7 : 397 -- 416 , 1998 . W. Fu. Penalized regressions: the bridge versus the lasso. Journal of Computational and Graphical Statistics, 7:397--416, 1998.","journal-title":"Journal of Computational and Graphical Statistics"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.531"},{"key":"e_1_3_2_2_13_1","volume-title":"CAAM TR07-07","author":"Hale E.T.","year":"2007","unstructured":"E.T. Hale , W. Yin , and Y. Zhang . A fixed-point continuation method for l1-regularized minimization with applications to compressed sensing. Technical report , CAAM TR07-07 , 2007 . E.T. Hale, W. Yin, and Y. Zhang. A fixed-point continuation method for l1-regularized minimization with applications to compressed sensing. Technical report, CAAM TR07-07, 2007."},{"key":"e_1_3_2_2_14_1","volume-title":"Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition","author":"Jurafsky D.","year":"2000","unstructured":"D. Jurafsky and J. H. Martin . Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition . Prentice Hall , 2000 . D. Jurafsky and J. H. Martin. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition. Prentice Hall, 2000."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-005-0768-5"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/1314498.1314550"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.127"},{"key":"e_1_3_2_2_18_1","volume-title":"The Twenty-first National Conference on Artificial Intelligence","author":"Lee S.","year":"2006","unstructured":"S. Lee , H. Lee , P. Abbeel , and A. Y. Ng . Efficient l1 regularized logistic regression . In The Twenty-first National Conference on Artificial Intelligence , 2006 . S. Lee, H. Lee, P. Abbeel, and A. Y. Ng. Efficient l1 regularized logistic regression. In The Twenty-first National Conference on Artificial Intelligence, 2006."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1005332.1005345"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm287"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553459"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSLP.1996.607303"},{"key":"e_1_3_2_2_23_1","volume-title":"A comparison of numerical optimizers for logistic regression. Technical report","author":"Minka T. P.","year":"2007","unstructured":"T. P. Minka . A comparison of numerical optimizers for logistic regression. Technical report , 2007 . T. P. Minka. A comparison of numerical optimizers for logistic regression. Technical report, 2007."},{"key":"e_1_3_2_2_24_1","volume-title":"Lecture Notes","author":"Nemirovski A.","year":"1994","unstructured":"A. Nemirovski . Efficient methods in convex programming . Lecture Notes , 1994 . A. Nemirovski. Efficient methods in convex programming. Lecture Notes, 1994."},{"key":"e_1_3_2_2_25_1","volume-title":"Introductory Lectures on Convex Optimization: A Basic Course","author":"Nesterov Y.","year":"2003","unstructured":"Y. Nesterov . Introductory Lectures on Convex Optimization: A Basic Course . Kluwer Academic Publishers , 2003 . Y. Nesterov. Introductory Lectures on Convex Optimization: A Basic Course. Kluwer Academic Publishers, 2003."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015435"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2007.00607.x"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944976"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn592"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74958-5_28"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg308"},{"key":"e_1_3_2_2_32_1","volume-title":"CAAM TR08-07","author":"Shi J.","year":"2008","unstructured":"J. Shi , W. Yin , S. Osher , and P. Sajda . A fast algorithm for large scale l1-regularized logistic regression. Technical report , CAAM TR08-07 , 2008 . J. Shi, W. Yin, S. Osher, and P. Sajda. A fast algorithm for large scale l1-regularized logistic regression. Technical report, CAAM TR08-07, 2008."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.201162998"},{"issue":"1","key":"e_1_3_2_2_34_1","first-page":"1081","article-title":"Kernel logistic regression and the import vector machine","volume":"14","author":"Zhu J.","year":"2001","unstructured":"J. Zhu and T. Hastie . Kernel logistic regression and the import vector machine . Journal of Computational and Graphical Statistics , 14 ( 1 ): 1081 -- 1088 , 2001 . J. Zhu and T. Hastie. Kernel logistic regression and the import vector machine. Journal of Computational and Graphical Statistics, 14(1):1081--1088, 2001.","journal-title":"Journal of Computational and Graphical Statistics"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxg046"}],"event":{"name":"KDD09: The 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"Paris France","acronym":"KDD09","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","ACM Association for Computing Machinery"]},"container-title":["Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1557019.1557082","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1557019.1557082","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:38:40Z","timestamp":1750253920000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1557019.1557082"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,28]]},"references-count":35,"alternative-id":["10.1145\/1557019.1557082","10.1145\/1557019"],"URL":"https:\/\/doi.org\/10.1145\/1557019.1557082","relation":{},"subject":[],"published":{"date-parts":[[2009,6,28]]},"assertion":[{"value":"2009-06-28","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}