{"id":"https://openalex.org/W2164967810","doi":"https://doi.org/10.1109/icassp.2012.6288740","title":"Adaptive mixture methods using Bregman divergences","display_name":"Adaptive mixture methods using Bregman divergences","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2164967810","doi":"https://doi.org/10.1109/icassp.2012.6288740","mag":"2164967810"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2012.6288740","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2012.6288740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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/A5071827392","display_name":"Huseyin A. Inan","orcid":"https://orcid.org/0000-0001-7465-7214"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Huseyin A. Inan","raw_affiliation_strings":["Koc University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072408248","display_name":"Mehmet A. Donmez","orcid":"https://orcid.org/0000-0001-6407-8745"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet A. Donmez","raw_affiliation_strings":["Koc University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103267259","display_name":"S\u00fcleyman S. Kozat","orcid":"https://orcid.org/0000-0002-6488-3848"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suleyman S. Kozat","raw_affiliation_strings":["Koc University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73396331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3781","last_page":"3784"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering 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/T11233","display_name":"Advanced Adaptive Filtering 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/T10860","display_name":"Speech and Audio Processing","score":0.9991999864578247,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.8073877096176147},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.5853596925735474},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5485620498657227},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5453041791915894},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.507892906665802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47655847668647766},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.4688006043434143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45784395933151245},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.44877612590789795},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.41576170921325684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2695578336715698},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19004198908805847},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09141421318054199},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08080887794494629}],"concepts":[{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.8073877096176147},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.5853596925735474},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5485620498657227},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5453041791915894},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.507892906665802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47655847668647766},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.4688006043434143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45784395933151245},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.44877612590789795},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.41576170921325684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2695578336715698},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19004198908805847},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09141421318054199},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08080887794494629},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2012.6288740","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2012.6288740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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":9,"referenced_works":["https://openalex.org/W1547069917","https://openalex.org/W1555108748","https://openalex.org/W2069317438","https://openalex.org/W2097349926","https://openalex.org/W2103644547","https://openalex.org/W2134544644","https://openalex.org/W2153946895","https://openalex.org/W4243330440","https://openalex.org/W6633124479"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W4318195686","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W2975999359","https://openalex.org/W2359348847","https://openalex.org/W4321441197"],"abstract_inverted_index":{"We":[0,21,39,71,95],"investigate":[1],"affinely":[2,83],"constrained":[3,84],"mixture":[4],"methods":[5],"adaptively":[6],"combining":[7],"outputs":[8],"of":[9,81,86,98,108],"m":[10,87],"constituent":[11],"filters":[12,88],"running":[13],"in":[14],"parallel":[15],"to":[16,29],"model":[17],"a":[18],"desired":[19],"signal.":[20],"use":[22,40],"Bregman":[23],"divergences":[24],"and":[25,45,59,66,76,104],"obtain":[26],"multiplicative":[27],"updates":[28],"train":[30],"these":[31],"linear":[32],"combination":[33],"weights":[34,57,68],"under":[35],"the":[36,41,46,51,60,74,77,82,90,106],"affine":[37],"constraints.":[38],"unnormalized":[42,56],"relative":[43,47],"entropy":[44,48],"that":[49],"produce":[50],"exponentiated":[52,61],"gradient":[53,62],"update":[54,63],"with":[55,64],"(EGU)":[58],"positive":[65],"negative":[67],"(EG),":[69],"respectively.":[70],"carry":[72],"out":[73],"mean":[75],"mean-square":[78],"transient":[79],"analysis":[80],"mixtures":[85],"using":[89],"EGU":[91],"or":[92],"EG":[93],"algorithms.":[94],"compare":[96],"performances":[97],"different":[99],"algorithms":[100],"through":[101],"our":[102,109],"simulations":[103],"illustrate":[105],"accuracy":[107],"results.":[110]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
