{“id”:“https://openalex.org/W3022380717“,”doi“:”https://doi.org/10.1109/jstsp.2007.910971“,”title“:”An Interior-Point Method for Large-Scale-Regularized Least Squares“,”display_name“:”An Interior-Point Method for Large-Scale-Regulatized LeastSquaress“,”publication_year“:2007,”publiction_date“:”2007-12-01“,“ids”:{“openalex”:“https://openalex.org/W3022380717“,”doi“:”https://doi.org/10.1109/jstsp.2007.910971“,”mag“:”3022380717“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/jstsp.2007.910971“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S42167783“,”display_name“:”IEEE信号处理选定主题期刊“,”issn_l“:”1932-4553“,”isn“:[”1932-5553“,“1941-0484”],”is_oa“:false,”is.in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:nully,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“]any_repository_has_fulltext“:false},”作者身份“:[{”作者位置“:”第一个“,”作者“:{”id“:”https://openalex.org/A5026356137“,”display_name“:”Seung-Jean Kim“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I97018004“,”display_name“:”斯坦福大学“,”ror“:”https://ror.org/00f54p054“,”country_code“:”美国“,”类型“:”教育“,”血统“:[”https://openalex.org/I97018004“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Seung-Jean Kim“,”raw _ afiliation_strings“:[“美国加利福尼亚州斯坦福大学电气工程系信息系统实验室”],”affiliations“:[{”raw_ afiliation _string“:”美国加州斯坦福大学电气工程系信息系统实验室”,“institution_ids”:[“https://openalex.org/I97018004“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5032125797“,”display_name“:”Kwangmoo Koh“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I97018004“,”display_name“:”斯坦福大学“,”ror“:”https://ror.org/00f54p054“,”country_code“:”美国“,”类型“:”教育“,”血统“:[”https://openalex.org/I97018004“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”K.Koh“,”raw_affiation_string“:[”美国加州斯坦福大学电气工程系信息系统实验室“],”附属“:[{”raw_affiation_string“:”美国加州斯坦福大学电气工程系信息系统实验室”,“institution_ids”:[“https://openalex.org/I97018004“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5082297273“,”display_name“:”Michael Lustig“,”orcid“:”https://orcid.org/0000-0002-4794-221X},“机构”:[{“id”:https://openalex.org/I97018004“,”display_name“:”斯坦福大学“,”ror“:”https://ror.org/00f54p054“,”country_code“:”美国“,”类型“:”教育“,”血统“:[”https://openalex.org/I97018004“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”M.Lustig“,”raw _ affiliation_strings“:[“美国加州斯坦福大学电气工程系信息系统实验室”],”affiliation“:[{”raw _affiliation_string“:”美国加州斯坦福大学电气工程系信息系统实验室”,“institution_ids”:[“https://openalex.org/I97018004“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5011176205“,”display_name“:”Stephen Boyd“,”orcid“:”https://orcid.org/0000-0001-8353-6000},“机构”:[{“id”:https://openalex.org/I97018004“,”display_name“:”斯坦福大学“,”ror“:”https://ror.org/00f54p054“,”country_code“:”美国“,”类型“:”教育“,”血统“:[”https://openalex.org/I97018004“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Stephen Boyd“,”raw_affiliation_strings“:[“美国加州斯坦福大学电气工程系信息系统实验室”],”affiliations“:[{”raw_affiliation_string“:”美国加州斯坦福大学电气工程系信息系统实验室”,“institution_ids”:[“https://openalex.org/I97018004“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5043201307“,”display_name“:”D.Gorinevsky“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I97018004“,”display_name“:”斯坦福大学“,”ror“:”https://ror.org/00f54p054“,”country_code“:”美国“,”类型“:”教育“,”血统“:[”https://openalex.org/I97018004“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Dimitry Gorinevsky“,”raw _ affiliation_strings“:[“美国加州斯坦福大学电气工程系信息系统实验室”],”affiliation“:[{”raw _affiliation_string“:”美国加州斯坦福大学电气工程系信息系统实验室”,“institution_ids”:[“https://openalex.org/I97018004“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:1,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]、”apc_list“:null,”apc_payd“:null,”fwci“:81.661,”has_fulltext“:false,”cited_by_count,“issue”:“4”,“first_page”:“606”,“last_page”:“617”},“is_retracted“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T10500“,”display_name“:”压缩传感理论与应用“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/2206“,”display_name“:”计算力学“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”Physical Sciences“}},”topics“:[{”id“:”https://openalex.org/T10500“,”display_name“:”压缩传感理论与应用“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/2206“,”display_name“:”计算力学“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10378“,”display_name“:”磁共振成像在医学中的应用“,”score“:0.9963,”subfield“:{”id“:”https://openalex.org/subfields/2741“,”display_name“:”放射学、核医学和成像“},”field“:{”id“:”https://openalex.org/fields/27“,”display_name“:”Medicine“},”domain“:{”id“:”https://openalex.org/domains/4“,”display_name“:”健康科学“}},{”id“:”https://openalex.org/T11205“,”“display_name”:“数学物理与成像中的反问题”,“score”:0.995,“subfield”:{“id”:“https://openalex.org/subfields/2610“,”display_name“:”数学物理“},”字段“:{”id“:”https://openalex.org/fields/26“,”display_name“:”Mathematics“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/sparse近似“,”display_name“:”稀疏近似“,”score“:0.585241},{”id“:”https://openalex.org/keywords/sparsity-in-signal-processing“,”display_name“:”信号处理稀疏“,”score“:0.571139},{”id“:”https://openalex.org/keywords/convex-optimization(https://openalex.org/keywords/convex-optimization)“,”display_name“:”凸优化“,”score“:0.558779},{”id“:”https://openalex.org/keywords/regulation-methods网站“,”display_name“:”正则化方法“,”score“:0.547356},{”id“:”https://openalex.org/keywords/sparse-representations网站“,”display_name“:”稀疏表示“,”score“:0.546685}],”concepts“:[{”id“:”https://openalex.org/C124851039,“wikidata”:https://www.wikidata.org/wiki/Q2665459“,”display_name“:”压缩感知“,”level“:2,”score“:0.73289067},{”id“:”https://openalex.org/C155253501,“wikidata”:https://www.wikidata.org/wiki/Q461992“,”display_name“:”内部积分法“,”level“:2,”score“:0.73279023},{”id“:”https://openalex.org/C99217422,“wikidata”:https://www.wikidata.org/wiki/Q4867576“,”display_name“:”基础追求“,”级别“:4,”分数“:0.7325434},{”id“:”https://openalex.org/C37616216,“wikidata”:https://www.wikidata.org/wiki/Q3218363“,”display_name“:”Lasso(编程语言)“,”level“:2,”score“:0.622343},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.5959586},{”id“:”https://openalex.org/C124066611,“wikidata”:https://www.wikidata.org/wiki/Q28684319“,”display_name“:”稀疏近似“,”level“:2,”score“:0.5876501},{”id“:”https://openalex.org/C2776135515,“wikidata”:https://www.wikidata.org/wiki/Q17143721“,”display_name“:”正则化(语言学)“,”level“:2,”score“:0.5820023},{”id“:”https://openalex.org/C156872377,“wikidata”:https://www.wikidata.org/wiki/Q6786281“,”display_name“:”匹配追求“,”级别“:3,”分数“:0.5246746},{”id“:”https://openalex.org/C70958404,“wikidata”:https://www.wikidata.org/wiki/Q7512728“,”display_name“:”信号重建“,”level“:4,”score“:0.50583696},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”“display_name”“:”“计算机科学”“,”级别“:0,”分数“:0.5026934},{”id“:”https://openalex.org/C126255220,“wikidata”:https://www.wikidata.org/wiki/Q141495“,”display_name“:”数学优化“,”level“:1,”score“:0.48293966},{”id“:”https://openalex.org/C104267543,“wikidata”:https://www.wikidata.org/wiki/Q208163“,”display_name“:”信号处理“,”level“:3,”score“:0.46486884},{”id“:”https://openalex.org/C9936470,“wikidata”:https://www.wikidata.org/wiki/Q6510405“,”display_name“:”最小二乘函数近似值“,”level“:3,”score“:0.45641002},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”Mathematics“,”level“:0,”score“:0.40436596},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.21914569},{”id“:”https://openalex.org/C105795698,“wikidata”:https://www.wikidata.org/wiki/Q12483“,”display_name“:”Statistics“,”level“:1,”score“:0.090278596},{”id“:”https://openalex.org/C185429906,“wikidata”:https://www.wikidata.org/wiki/Q1130160“,”display_name“:”Estimator“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C76155785,“wikidata”:https://www.wikidata.org/wiki/Q418“,”display_name“:”Telecommunications“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C554190296,“wikidata”:https://www.wikidata.org/wiki/Q47528“,”display_name“:”Radar“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C136764020,“wikidata”:https://www.wikidata.org/wiki/Q466“,”display_name“:”万维网“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/jstsp.2007.910971“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S42167783“,”display_name“:”IEEE信号处理选定主题期刊“,”issn_l“:”1932-4553“,”isn“:[”1932-5553“,“1941-0484”],”is_oa“:false,”is.in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:null',“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[{“score”:0.81,“display_name”:“可持续城市和社区”,“id”:“https://metadata.un.org/sdg/11“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:54,”referrenced_works“:【”https://openalex.org/W1480376833","https://openalex.org/W1506342804","https://openalex.org/W1509805685","https://openalex.org/W1965755064","https://openalex.org/W1968694834","https://openalex.org/W1977252496","https://openalex.org/W1993273815","https://openalex.org/W2010824638","https://openalex.org/W2011181254","https://openalex.org/W2019787708","https://openalex.org/W2020925091","https://openalex.org/W2047316561","https://openalex.org/W2062102668","https://openalex.org/W2063978378","https://openalex.org/W2078204800","https://openalex.org/W2097323375","https://openalex.org/W2097897435","https://openalex.org/W2101932199","https://openalex.org/W2103559027","https://openalex.org/W2105235982","https://openalex.org/W2109449402","https://openalex.org/W2115706991","https://openalex.org/W2118064110","https://openalex.org/W2118871591","https://openalex.org/W2119862467网址","https://openalex.org/W2127300249","https://openalex.org/W2135850876","https://openalex.org/W2136099213","https://openalex.org/W2138019504","https://openalex.org/W2145096794","https://openalex.org/W2146482778","https://openalex.org/W2147656689","https://openalex.org/W2149206122","https://openalex.org/W2150722533","https://openalex.org/W2157434051","https://openalex.org/W2163989778","https://openalex.org/W2164452299","https://openalex.org/W2168204766","https://openalex.org/W2171585467","https://openalex.org/W2595697910","https://openalex.org/W2997644599","https://openalex.org/W3017068026","https://openalex.org/W3105702746","https://openalex.org/W3147239081","https://openalex.org/W4211092921","https://openalex.org/W4241131157","https://openalex.org/W4245662714","https://openalex.org/W4250589301","https://openalex.org/W4250955649","https://openalex.org/W4255317057","https://openalex.org/W4293775970","https://openalex.org/W4301491118","https://openalex.org/W4302155765","https://openalex.org/W4394637620“],”related_works“:[”https://openalex.org/W2907652444","https://openalex.org/W2523302315","https://openalex.org/W2436826437","https://openalex.org/W2388133936","https://openalex.org/W2340242818","https://openalex.org/W2103001330","https://openalex.org/W2086419783","https://openalex.org/W2067878805","https://openalex.org/W2059024629","https://openalex.org/W1983115982“],”ngrams_url“:”https://api.openalex.org/works/W3022380717/ngrams“,”“abstract_inverted_index”:{“最近,”:[0],“a”:[1,79109115121151],“lot”:[2],“of”:[3118],“attention”:[4],“has”:[5],“been”:[6],“paid”:[7],“to”:[8,95],“regulationation”:[9],“based”:[10],“methods”:[11,61],“for”:[12,68,83143],“sparse”:[13106133],“signal”:[14,33]1134],“重建”:[15],“(例如,”:[16,26],“基础”:[17],“追求”:[18],“去噪“:[19],”和“:[20,23,34,55,70112],”压缩“:[21],”感知)“:[22],”特征“:[24],”选择“:[25],”the“:[27,90,97],”Lasso“:[28],”algorithm)“:[2],”in“:[30114132],”processing,“:[32],“statistics,”:[33],“related”:[35],“fields。“:[36],”这些“:[37],”问题“:[38],”可以“:[39,48103124],”是“:[40,49],”强制“:[41],”作为“:[42,51,63],”正则“:[43,86],”最小二乘“:[44],”程序“:[45],”(LSP),“:[46],”其中“:[47],”重新格式化“:[50],”凸“:[52],”二次“:[53],”计划“:[54],”然后“:[56],”已解决“:[57],”由“:[58139],”多个“:[59],”标准“:[60],”这样“:[62],”内部点“:[64,81101],”方法“:[65],”at“:[66],”least“:[67],”small“:[69],”medium“:[71],”size“:[72],”problems。“:[73],”In“:[74],”this“:[75],”paper“:[76],”we“:77],”describe“:[78],”specialized“:[80],”method“:+82102147],”solving“:[84],”scalebral“:[85],”LSP“:[87],”that“:[88130],”uses“:[89],”preconditioned“:[91],”共轭“:[92],”梯度“:[93],”algorithma“:[94],”compute“[96],“搜索”:[98],“方向。“:[99],“The”:[100146],“solve”:[104126],“large”:[105127],“problems”:[107129],“with”:[108136],“million”:[110],“variables”:[111],“observations”:[113],“few”:[116],“tens”:+117],“minutes”:/119],“on”:%120150],“PC”:[122],“It”:[123],“effectively”:[125],“dense”:[128],“earse”:%131],“恢复”:[135],“正交”:[137],“变换”,“:[138],”利用“:[140],”快速“:[141],”算法“:[142],”这些“:[144],”变换。“:[145],”is“:[148],”图解说明“:[149],”magnetic“:[152],”resonance“:[153],”imaging“:[154],”data“:[155],”set。“:[156]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3022380717“,”counts_by_year“:[{”年“:2024,”cited_by_count“:33},{”年份“:2023,”ciped_by_cunt“:67},”{“年份”:2022,“cited_by_count”:89},,{“年”:2021,“ciped_by_cunt”:134}“年份”:2017,“引用_by_count”:131},{“年份”:2016,“引用_ by_counts”:145},}“年份“:2015,”cited_by_count“:175},{“年份”:2014,“cited_by_count”:153},}“年度”:2013,“cited_by_count):169},{“年份“:2012,”cited_by _count?:146}],“更新日期”:“2024-06-28T02:01:23.839040”,“创建日期”:”2020-05-13“}”