{"id":"https://openalex.org/W4372260530","doi":"https://doi.org/10.1109/icassp49357.2023.10095985","title":"Column-Based Matrix Approximation with Quasi-Polynomial Structure","display_name":"Column-Based Matrix Approximation with Quasi-Polynomial Structure","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260530","doi":"https://doi.org/10.1109/icassp49357.2023.10095985"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001728130","display_name":"Jeongmin Chae","orcid":"https://orcid.org/0000-0001-6007-1300"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeongmin Chae","raw_affiliation_strings":["University of Southern California,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087330283","display_name":"Praneeth Narayanamurthy","orcid":"https://orcid.org/0000-0002-5761-7357"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Praneeth Narayanamurthy","raw_affiliation_strings":["University of Southern California,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030094091","display_name":"Selin Bac","orcid":"https://orcid.org/0000-0002-4258-4265"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]},{"id":"https://openalex.org/I903300897","display_name":"Southern States University","ror":"https://ror.org/01b0j0m34","country_code":"US","type":"education","lineage":["https://openalex.org/I903300897"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Selin Bac","raw_affiliation_strings":["University of Southern California,Department of Chemical Engineering","Department of Chemical Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Chemical Engineering","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212","https://openalex.org/I903300897"]},{"raw_affiliation_string":"Department of Chemical Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014791144","display_name":"Shaama Mallikarjun Sharada","orcid":"https://orcid.org/0000-0001-7332-5373"},"institutions":[{"id":"https://openalex.org/I903300897","display_name":"Southern States University","ror":"https://ror.org/01b0j0m34","country_code":"US","type":"education","lineage":["https://openalex.org/I903300897"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaama Mallikarjun Sharada","raw_affiliation_strings":["University of Southern California,Department of Chemical Engineering","Department of Chemical Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Chemical Engineering","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212","https://openalex.org/I903300897"]},{"raw_affiliation_string":"Department of Chemical Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072739163","display_name":"Urbashi Mitra","orcid":"https://orcid.org/0000-0002-8896-1177"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Urbashi Mitra","raw_affiliation_strings":["University of Southern California,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001728130"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":1.1169,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71778805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"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":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.6795071363449097},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6604896187782288},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6189205646514893},{"id":"https://openalex.org/keywords/column","display_name":"Column (typography)","score":0.5948781371116638},{"id":"https://openalex.org/keywords/polynomial-matrix","display_name":"Polynomial matrix","score":0.5442892909049988},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5423802137374878},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.53285151720047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5030829310417175},{"id":"https://openalex.org/keywords/matrix-polynomial","display_name":"Matrix polynomial","score":0.46286022663116455},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4038795530796051},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3876602351665497}],"concepts":[{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.6795071363449097},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6604896187782288},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6189205646514893},{"id":"https://openalex.org/C2780551164","wikidata":"https://www.wikidata.org/wiki/Q2306599","display_name":"Column (typography)","level":3,"score":0.5948781371116638},{"id":"https://openalex.org/C126352355","wikidata":"https://www.wikidata.org/wiki/Q2562273","display_name":"Polynomial matrix","level":4,"score":0.5442892909049988},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5423802137374878},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.53285151720047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5030829310417175},{"id":"https://openalex.org/C101044782","wikidata":"https://www.wikidata.org/wiki/Q6787887","display_name":"Matrix polynomial","level":3,"score":0.46286022663116455},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4038795530796051},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3876602351665497},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1495927536","https://openalex.org/W2046164006","https://openalex.org/W2047071281","https://openalex.org/W2071658253","https://openalex.org/W2126625374","https://openalex.org/W2134332047","https://openalex.org/W2141696759","https://openalex.org/W2143075842","https://openalex.org/W2165395308","https://openalex.org/W2235648963","https://openalex.org/W2566608758","https://openalex.org/W2611328865","https://openalex.org/W2902695296","https://openalex.org/W2950958145","https://openalex.org/W2952533732","https://openalex.org/W3048248430","https://openalex.org/W3105489725","https://openalex.org/W3109157652","https://openalex.org/W4224451663","https://openalex.org/W4240805545","https://openalex.org/W4250589301","https://openalex.org/W4311414614","https://openalex.org/W6629768544","https://openalex.org/W6684295950","https://openalex.org/W6686292137","https://openalex.org/W6847566301"],"related_works":["https://openalex.org/W1489986405","https://openalex.org/W2382784327","https://openalex.org/W2140446896","https://openalex.org/W2335071938","https://openalex.org/W2023818677","https://openalex.org/W2056024401","https://openalex.org/W2011489190","https://openalex.org/W3216258873","https://openalex.org/W2149734642","https://openalex.org/W2185931218"],"abstract_inverted_index":{"A":[0,61],"novel":[1],"matrix":[2,30,52,82],"completion":[3],"problem":[4],"is":[5,18,22,32,65,92],"considered":[6],"herein:":[7],"observations":[8],"based":[9],"on":[10],"fully":[11],"sampled":[12],"columns":[13],"and":[14],"quasi-polynomial":[15,108],"side":[16,74,109],"information":[17,104],"exploited.":[19],"The":[20,42,89],"framework":[21],"motivated":[23],"by":[24,106],"quantum":[25],"chemistry":[26],"problems":[27],"wherein":[28],"full":[29],"computation":[31],"expensive,":[33],"but":[34],"partial":[35],"computations":[36],"only":[37],"lead":[38],"to":[39],"column":[40,87],"information.":[41,75,110],"proposed":[43,90],"algorithm":[44,84,91],"successfully":[45],"estimates":[46],"the":[47,58,69,73,79,98,101,107],"row-space":[48],"of":[49,57,72,100,103],"a":[50,54],"true":[51,59],"given":[53],"priori":[55],"knowledge":[56],"matrix.":[60],"theoretical":[62],"error":[63],"bound":[64],"provided,":[66],"which":[67,96],"captures":[68],"possible":[70],"inaccuracies":[71],"This":[76],"work":[77],"designs":[78],"first":[80],"provable":[81],"approximation":[83],"using":[85],"just":[86],"samples.":[88],"validated":[93],"via":[94],"simulations":[95],"enable":[97],"characterization":[99],"amount":[102],"provided":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
