{"id":"https://openalex.org/W2937419133","doi":"https://doi.org/10.1109/dsw.2019.8755567","title":"A Stochastic LBFGS Algorithm for Radio Interferometric Calibration","display_name":"A Stochastic LBFGS Algorithm for Radio Interferometric Calibration","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2937419133","doi":"https://doi.org/10.1109/dsw.2019.8755567","mag":"2937419133"},"language":"en","primary_location":{"id":"doi:10.1109/dsw.2019.8755567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsw.2019.8755567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Data Science Workshop (DSW)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1904.05619","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075439666","display_name":"S. Yatawatta","orcid":"https://orcid.org/0000-0001-5619-4017"},"institutions":[{"id":"https://openalex.org/I922237871","display_name":"Netherlands Institute for Radio Astronomy","ror":"https://ror.org/000k1q888","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800991832","https://openalex.org/I922237871"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Sarod Yatawatta","raw_affiliation_strings":["ASTRON, The Netherlands Institute for Radio Astronomy, Dwingeloo, The Netherlands","ASTRON\u2010The Netherlands Institute for Radio Astronomy Dwingeloo The Netherlands"],"affiliations":[{"raw_affiliation_string":"ASTRON, The Netherlands Institute for Radio Astronomy, Dwingeloo, The Netherlands","institution_ids":["https://openalex.org/I922237871"]},{"raw_affiliation_string":"ASTRON\u2010The Netherlands Institute for Radio Astronomy Dwingeloo The Netherlands","institution_ids":["https://openalex.org/I922237871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058322110","display_name":"Lukas De Clercq","orcid":"https://orcid.org/0000-0002-6175-9518"},"institutions":[{"id":"https://openalex.org/I4210095242","display_name":"Netherlands eScience Center","ror":"https://ror.org/00rbjv475","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800991832","https://openalex.org/I4210090210","https://openalex.org/I4210095242"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lukas De Clercq","raw_affiliation_strings":["Netherlands eScience Center, XG Amsterdam, The Netherlands","Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]},{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066499399","display_name":"Hanno Spreeuw","orcid":"https://orcid.org/0000-0002-5057-0322"},"institutions":[{"id":"https://openalex.org/I4210095242","display_name":"Netherlands eScience Center","ror":"https://ror.org/00rbjv475","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800991832","https://openalex.org/I4210090210","https://openalex.org/I4210095242"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hanno Spreeuw","raw_affiliation_strings":["Netherlands eScience Center, XG Amsterdam, The Netherlands","Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]},{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090697376","display_name":"F. Diblen","orcid":"https://orcid.org/0000-0002-0989-929X"},"institutions":[{"id":"https://openalex.org/I4210095242","display_name":"Netherlands eScience Center","ror":"https://ror.org/00rbjv475","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800991832","https://openalex.org/I4210090210","https://openalex.org/I4210095242"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Faruk Diblen","raw_affiliation_strings":["Netherlands eScience Center, XG Amsterdam, The Netherlands","Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]},{"raw_affiliation_string":"Netherlands eScience Center, XG Amsterdam, 1098, The Netherlands","institution_ids":["https://openalex.org/I4210095242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075439666"],"corresponding_institution_ids":["https://openalex.org/I922237871"],"apc_list":null,"apc_paid":null,"fwci":0.322,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66739778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12450","display_name":"Radio Astronomy Observations and Technology","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12450","display_name":"Radio Astronomy Observations and Technology","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275166511535645},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.7011120915412903},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6514838933944702},{"id":"https://openalex.org/keywords/interferometry","display_name":"Interferometry","score":0.5741998553276062},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.48904165625572205},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.41325491666793823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15506857633590698},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1439703404903412}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275166511535645},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7011120915412903},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6514838933944702},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.5741998553276062},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.48904165625572205},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.41325491666793823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15506857633590698},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1439703404903412},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/dsw.2019.8755567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsw.2019.8755567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Data Science Workshop (DSW)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1904.05619","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.05619","pdf_url":"https://arxiv.org/pdf/1904.05619","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2937419133","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1904.05619v2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1904.05619","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1904.05619","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1904.05619","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.05619","pdf_url":"https://arxiv.org/pdf/1904.05619","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6650696822","display_name":null,"funder_award_id":"27016G05","funder_id":"https://openalex.org/F4320314239","funder_display_name":"Netherlands eScience Center"}],"funders":[{"id":"https://openalex.org/F4320314239","display_name":"Netherlands eScience Center","ror":"https://ror.org/00rbjv475"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2937419133.pdf","grobid_xml":"https://content.openalex.org/works/W2937419133.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1491622225","https://openalex.org/W1633529777","https://openalex.org/W1971336066","https://openalex.org/W1979098855","https://openalex.org/W1987034518","https://openalex.org/W1994616650","https://openalex.org/W2041684880","https://openalex.org/W2051434435","https://openalex.org/W2065240537","https://openalex.org/W2075194837","https://openalex.org/W2079243619","https://openalex.org/W2106367944","https://openalex.org/W2112169767","https://openalex.org/W2115489809","https://openalex.org/W2146845382","https://openalex.org/W2157374826","https://openalex.org/W2160430658","https://openalex.org/W2167424847","https://openalex.org/W2171424597","https://openalex.org/W2176412452","https://openalex.org/W2563744641","https://openalex.org/W2737602765","https://openalex.org/W2769640386","https://openalex.org/W2778529895","https://openalex.org/W2786910476","https://openalex.org/W2801666531","https://openalex.org/W2899771611","https://openalex.org/W2906744288","https://openalex.org/W2964121744","https://openalex.org/W3023201122","https://openalex.org/W3118608800","https://openalex.org/W4293775970","https://openalex.org/W6629379589","https://openalex.org/W6631190155","https://openalex.org/W6645277149","https://openalex.org/W6682460502","https://openalex.org/W6685562342","https://openalex.org/W6713121291","https://openalex.org/W6747827020","https://openalex.org/W6756040250","https://openalex.org/W6786265746","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W2963073185","https://openalex.org/W2962688527","https://openalex.org/W2171424597","https://openalex.org/W2937998047","https://openalex.org/W2769640386","https://openalex.org/W2963883852","https://openalex.org/W1894061331","https://openalex.org/W2589832824","https://openalex.org/W2399037425","https://openalex.org/W2754264842","https://openalex.org/W2951043252","https://openalex.org/W2912543462","https://openalex.org/W2737608867","https://openalex.org/W1979098855","https://openalex.org/W2465481740","https://openalex.org/W1911064819","https://openalex.org/W3132168576","https://openalex.org/W2782697745","https://openalex.org/W2150386811","https://openalex.org/W2146072300"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,121],"stochastic,":[3],"limited-memory":[4],"Broyden":[5],"Fletcher":[6],"Goldfarb":[7],"Shanno":[8],"(LBFGS)":[9],"algorithm":[10,26,144],"that":[11,48,96,124,161],"is":[12,27,50,64,81,86,114],"suitable":[13],"for":[14,88,145],"handling":[15],"very":[16],"large":[17],"amounts":[18],"of":[19,24,31,77,91,94],"data.":[20],"A":[21],"direct":[22],"application":[23],"this":[25,84],"radio":[28,43,106],"interferometric":[29,44],"calibration":[30,45,80],"raw":[32,62],"data":[33,63,118],"at":[34,119],"fine":[35,122],"time":[36,67,101],"and":[37,68,100,150],"frequency":[38,69],"resolution.":[39],"Almost":[40],"all":[41],"existing":[42],"algorithms":[46,160],"assume":[47],"it":[49,113],"possible":[51,115],"to":[52,70,116],"fit":[53],"the":[54,61,89,110,142,152,155],"dataset":[55],"being":[56],"calibrated":[57],"into":[58,130],"memory.":[59],"Therefore,":[60],"averaged":[65],"in":[66,164],"reduce":[71],"its":[72],"size":[73],"by":[74],"many":[75],"orders":[76],"magnitude":[78],"before":[79],"performed.":[82],"However,":[83],"averaging":[85],"detrimental":[87],"detection":[90],"some":[92],"signals":[93],"interest":[95],"have":[97],"narrow":[98],"bandwidth":[99],"duration":[102],"such":[103,120,134],"as":[104],"fast":[105],"bursts":[107],"(FRBs).":[108],"Using":[109],"proposed":[111,143],"algorithm,":[112],"calibrate":[117],"resolution":[123],"they":[125],"cannot":[126],"be":[127],"entirely":[128],"loaded":[129],"memory,":[131],"thus":[132],"preserving":[133],"signals.":[135],"As":[136],"an":[137],"additional":[138],"demonstration,":[139],"we":[140],"use":[141],"training":[146],"deep":[147,165],"neural":[148],"networks":[149],"compare":[151],"performance":[153],"against":[154],"mainstream":[156],"first":[157],"order":[158],"optimization":[159],"are":[162],"used":[163],"learning.":[166]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
