{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,17]],"date-time":"2025-12-17T13:03:01Z","timestamp":1765976581189,"version":"3.40.5"},"reference-count":67,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"2","funder":[{"DOI":"10.13039\/501100002850","name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["11190515"],"award-info":[{"award-number":["11190515"]}],"id":[{"id":"10.13039\/501100002850","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Optim."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1137\/21m1399956","type":"journal-article","created":{"date-parts":[[2022,6,13]],"date-time":"2022-06-13T14:38:00Z","timestamp":1655131080000},"page":"1319-1343","source":"Crossref","is-referenced-by-count":4,"title":["Cutting Plane Generation through Sparse Principal Component Analysis"],"prefix":"10.1137","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0294-8287","authenticated-orcid":true,"given":"Santanu S.","family":"Dey","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4949-9565","authenticated-orcid":true,"given":"Aleksandr","family":"Kazachkov","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9269-633X","authenticated-orcid":true,"given":"Andrea","family":"Lodi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9003-441X","authenticated-orcid":true,"given":"Gonzalo","family":"Munoz","sequence":"additional","affiliation":[]}],"member":"351","published-online":{"date-parts":[[2022,6,13]]},"reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0596-x"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-008-9372-0"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2011.6034216"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1287\/opre.19.1.19"},{"volume-title":"Scoring Positive SemiDefinite Cutting Planes for Quadratic Optimization via Trained Neural Networks, preprint","year":"2019","author":"Baltean-Lugojan R.","key":"atypb5"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-020-01484-3"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17953-3_6"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1287\/opre.50.1.3.17780"},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-020-01578-y"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.1137\/20M1387407"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-018-0133-x"},{"key":"atypb12","first-page":"521","author":"Bonami P.","year":"2011","journal-title":"Progress Comb. Optim."},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1137\/16M107428X"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1137\/0405014"},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-010-0010-8"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-015-0888-z"},{"key":"atypb17","doi-asserted-by":"publisher","DOI":"10.1137\/080729529"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-002-0352-8"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-007-9137-6"},{"key":"atypb20","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-019-01367-2"},{"key":"atypb21","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-011-0033-9"},{"key":"atypb22","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-022-01808-5"},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-019-00844-4"},{"volume-title":"A Convex Integer Programming Approach for Optimal Sparse PCA, preprint, arXiv:1810.09062","year":"2018","author":"Dey S. S.","key":"atypb24"},{"key":"atypb25","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-018-1302-4"},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-015-0925-y"},{"key":"atypb27","doi-asserted-by":"publisher","DOI":"10.1007\/s11081-018-9402-9"},{"key":"atypb28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2019.09.043"},{"key":"atypb29","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623400366218"},{"key":"atypb30","doi-asserted-by":"publisher","DOI":"10.1145\/227683.227684"},{"key":"atypb31","unstructured":"G. Gruber,On Semidefinite Programming and Applications in Combinatorial Optimization, Ph.D. thesis, University of Klagenfurt, 2000."},{"volume-title":"Gurobi Optimization","year":"2020","author":"Optimization Gurobi","key":"atypb33"},{"key":"atypb34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-03199-5"},{"key":"atypb35","first-page":"517","volume":"11","author":"Journ\u00e9e M.","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"atypb36","doi-asserted-by":"publisher","DOI":"10.1137\/05064504X"},{"key":"atypb37","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-09686-5_7"},{"key":"atypb38","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2160974"},{"key":"atypb39","first-page":"1017","volume-title":"Curran Associates","author":"Mackey L.","year":"2009"},{"key":"atypb40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipl.2017.05.008"},{"key":"atypb41","doi-asserted-by":"publisher","DOI":"10.1007\/BF01580665"},{"volume-title":"The MOSEK Optimization Toolbox for \\Cpp Manual. Version 9.2.21","year":"2019","author":"MOSEK","key":"atypb42"},{"key":"atypb43","doi-asserted-by":"publisher","DOI":"10.1137\/19M1249825"},{"key":"atypb44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-45771-6_24"},{"key":"atypb45","doi-asserted-by":"publisher","DOI":"10.1007\/BF01589101"},{"key":"atypb46","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-1927-3_14"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-019-00783-0"},{"key":"atypb48","unstructured":"M. V. Ramana,An Algorithmic Analysis of Multiquadratic and Semidefinite Programming Problems, Ph.D. thesis, The Johns Hopkins University, 1994."},{"key":"atypb49","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585094"},{"key":"atypb50","doi-asserted-by":"publisher","DOI":"10.1007\/s13675-019-00110-y"},{"key":"atypb51","doi-asserted-by":"publisher","DOI":"10.1137\/19M1277333"},{"key":"atypb52","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0371-9"},{"key":"atypb53","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013819515732"},{"key":"atypb54","first-page":"1","volume":"25","author":"Shor N. Z.","year":"1987","journal-title":"Soviet J. Comput. Syst. Sci."},{"key":"atypb55","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0374-6"},{"key":"atypb56","unstructured":"A. Tillmann,Computational Aspects of Compressed Sensing, Ph.D. thesis, Technischen Universit\u00e4t Darmstadt, 2014."},{"key":"atypb57","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2290112"},{"key":"atypb58","first-page":"32","volume":"159","author":"Tuy H.","year":"1964","journal-title":"Dokl. Akad. Nauk."},{"key":"atypb59","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-004-0550-7"},{"volume-title":"Technical report 671","year":"2004","author":"Wainwright M. J.","key":"atypb60"},{"key":"atypb61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-00795-3_2"},{"volume-title":"Math. Program.","year":"2021","author":"Wang A. L.","key":"atypb62"},{"volume-title":"Biq Mac Library","year":"2007","author":"Wiegele A.","key":"atypb63"},{"key":"atypb64","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2018.0883"},{"key":"atypb65","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008293029350"},{"key":"atypb66","doi-asserted-by":"publisher","DOI":"10.1007\/s10107980012a"},{"key":"atypb67","first-page":"899","volume":"14","author":"Yuan X.-T.","year":"2013","journal-title":"J. Mach. Learn. Res."},{"key":"atypb68","doi-asserted-by":"publisher","DOI":"10.1137\/19M1305045"}],"container-title":["SIAM Journal on Optimization"],"original-title":[],"language":"en","deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T20:49:17Z","timestamp":1656622157000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/21M1399956"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":67,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["10.1137\/21M1399956"],"URL":"https:\/\/doi.org\/10.1137\/21m1399956","relation":{},"ISSN":["1052-6234","1095-7189"],"issn-type":[{"type":"print","value":"1052-6234"},{"type":"electronic","value":"1095-7189"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}