{"id":"https://openalex.org/W2891849478","doi":"https://doi.org/10.1109/icassp.2018.8461367","title":"Low-Rank Matrix Recovery from One-Bit Comparison Information","display_name":"Low-Rank Matrix Recovery from One-Bit Comparison Information","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2891849478","doi":"https://doi.org/10.1109/icassp.2018.8461367","mag":"2891849478"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2018.8461367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5000076637","display_name":"Arindam Bose","orcid":"https://orcid.org/0000-0002-1253-4785"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arindam Bose","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074694170","display_name":"Aria Ameri","orcid":"https://orcid.org/0000-0003-3898-0510"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aria Ameri","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108559217","display_name":"Matthew T. Klug","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Klug","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053865178","display_name":"Mojtaba Soltanalian","orcid":"https://orcid.org/0000-0003-3714-4449"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mojtaba Soltanalian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000076637"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":0.608,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65558589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4734","last_page":"4738"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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":0.9995999932289124,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/rank","display_name":"Rank (graph theory)","score":0.710196852684021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688990592956543},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.6657713651657104},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6282296776771545},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5573441982269287},{"id":"https://openalex.org/keywords/low-rank-approximation","display_name":"Low-rank approximation","score":0.5181861519813538},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.48518091440200806},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.4720911383628845},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44128358364105225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4126545190811157},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3413275480270386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3218984603881836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1943100392818451},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08730226755142212}],"concepts":[{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.710196852684021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688990592956543},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.6657713651657104},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6282296776771545},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5573441982269287},{"id":"https://openalex.org/C90199385","wikidata":"https://www.wikidata.org/wiki/Q6692777","display_name":"Low-rank approximation","level":3,"score":0.5181861519813538},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.48518091440200806},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.4720911383628845},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44128358364105225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4126545190811157},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3413275480270386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3218984603881836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1943100392818451},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08730226755142212},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C25023664","wikidata":"https://www.wikidata.org/wiki/Q1575637","display_name":"Hankel matrix","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2018.8461367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8461367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1955967056","https://openalex.org/W2017318533","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2060430274","https://openalex.org/W2065049914","https://openalex.org/W2068693086","https://openalex.org/W2103972604","https://openalex.org/W2105724942","https://openalex.org/W2116950495","https://openalex.org/W2118425803","https://openalex.org/W2122090912","https://openalex.org/W2126464735","https://openalex.org/W2154423986","https://openalex.org/W2520322843","https://openalex.org/W2593748270","https://openalex.org/W2950180286","https://openalex.org/W2964200481","https://openalex.org/W2964322027","https://openalex.org/W4246771436","https://openalex.org/W6641195580","https://openalex.org/W6676039487","https://openalex.org/W6677493787","https://openalex.org/W6677671969","https://openalex.org/W6677837081","https://openalex.org/W6678872347","https://openalex.org/W6703949738"],"related_works":["https://openalex.org/W2898722594","https://openalex.org/W3144354057","https://openalex.org/W2113856999","https://openalex.org/W2125326641","https://openalex.org/W4385556248","https://openalex.org/W3213035342","https://openalex.org/W133838137","https://openalex.org/W4301870758","https://openalex.org/W3213049004","https://openalex.org/W240455286"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"study":[4],"the":[5,13,29,37,44,53,80,93,110,117,121],"problem":[6],"of":[7,39,95,120],"low-rank":[8,72,125],"matrix":[9,18,73,78,106,126],"recovery":[10,127],"based":[11,104],"on":[12,105],"information":[14],"obtained":[15],"by":[16,25,91],"comparing":[17,60],"entries":[19,30],"(where":[20],"each":[21],"comparison":[22,130],"is":[23,33],"represented":[24],"one-bit)":[26],"and":[27,69],"not":[28],"themselves.":[31],"This":[32],"highly":[34],"relevant":[35],"in":[36,79,124],"context":[38],"recommendation":[40,81],"systems,":[41],"due":[42],"to":[43,108],"fact":[45],"that":[46],"users":[47],"(particularly":[48],"those":[49],"less":[50],"familiar":[51],"with":[52,59],"rating":[54,77],"system)":[55,82],"are":[56],"more":[57],"comfortable":[58],"products":[61],"than":[62],"giving":[63],"exact":[64],"ratings.":[65],"We":[66,99],"investigate":[67],"when":[68],"how":[70],"a":[71,76,97,101],"(such":[74],"as":[75],"can":[83],"be":[84],"efficiently":[85],"recovered":[86],"using":[87],"one-bit":[88,129],"data,":[89],"particularly":[90],"establishing":[92],"limitations":[94],"such":[96],"recovery.":[98],"devise":[100],"computational":[102],"approach":[103,123],"factorization":[107],"accomplish":[109],"reconstruction":[111],"task.":[112],"The":[113],"numerical":[114],"examples":[115],"exhibit":[116],"significant":[118],"potential":[119],"proposed":[122],"from":[128],"information.":[131]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
