{"id":"https://openalex.org/W4409462404","doi":"https://doi.org/10.3390/e27040426","title":"Unsupervised Domain Adaptation Method Based on Relative Entropy Regularization and Measure Propagation","display_name":"Unsupervised Domain Adaptation Method Based on Relative Entropy Regularization and Measure Propagation","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4409462404","doi":"https://doi.org/10.3390/e27040426","pmid":"https://pubmed.ncbi.nlm.nih.gov/40282661"},"language":"en","primary_location":{"id":"doi:10.3390/e27040426","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27040426","pdf_url":"https://www.mdpi.com/1099-4300/27/4/426/pdf?version=1744637871","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/4/426/pdf?version=1744637871","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101376768","display_name":"LiangHao Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lianghao Tan","raw_affiliation_strings":["Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","Department of Information System, Arizona State University, Tempe, AZ 85281, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Information System, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhuo Peng","orcid":"https://orcid.org/0009-0008-5201-0792"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuo Peng","raw_affiliation_strings":["Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","Department of Information System, Arizona State University, Tempe, AZ 85281, USA"],"raw_orcid":"https://orcid.org/0009-0008-5201-0792","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Information System, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086176255","display_name":"Yongjia Song","orcid":"https://orcid.org/0000-0001-6839-522X"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongjia Song","raw_affiliation_strings":["Department of Language Science, University of California, Irvine, CA 92697, USA","Bilingualism, Mind, and Brain Lab, University of California, Irvine, Irvine, CA 94704, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Language Science, University of California, Irvine, CA 92697, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Bilingualism, Mind, and Brain Lab, University of California, Irvine, Irvine, CA 94704, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112110529","display_name":"Xiaoyi Liu","orcid":"https://orcid.org/0009-0006-2586-2389"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyi Liu","raw_affiliation_strings":["Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","Department of Information System, Arizona State University, Tempe, AZ 85281, USA"],"raw_orcid":"https://orcid.org/0009-0006-2586-2389","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Information System, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huangqi Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huangqi Jiang","raw_affiliation_strings":["Department of Computer Science, Georgia Institute of Technology, Atlanta, GA 30332, USA","Georgia Institute of Technology, Atlanta, GA 30332, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia Institute of Technology, Atlanta, GA 30332, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA 30332, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068965935","display_name":"Shubing Liu","orcid":"https://orcid.org/0000-0001-6450-0459"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210090833","display_name":"Communities In Schools of Orange County","ror":"https://ror.org/00bzst557","country_code":"US","type":"education","lineage":["https://openalex.org/I4210090833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shubing Liu","raw_affiliation_strings":["Department of Computer Science, North Carolina at Chapel Hill, Orange, GA 27599, USA","Department of Computer Science, North Carolina at Chapel Hill, Orange, NC 27514, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina at Chapel Hill, Orange, GA 27599, USA","institution_ids":["https://openalex.org/I4210090833"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina at Chapel Hill, Orange, NC 27514, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028870256","display_name":"Weixi Wu","orcid":"https://orcid.org/0009-0008-1398-5394"},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weixi Wu","raw_affiliation_strings":["Department of Computer Science, New York University, Brooklyn, NY 10003, USA","Tandon Schoold of Engineering, New York University, Brooklyn, NY 10003, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, New York University, Brooklyn, NY 10003, USA","institution_ids":["https://openalex.org/I1327163397"]},{"raw_affiliation_string":"Tandon Schoold of Engineering, New York University, Brooklyn, NY 10003, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhiyuan Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiyuan Xiang","raw_affiliation_strings":["Department of Computer Science, University of California, San Diego, CA 92093, USA","Department of Software engineering, University of California, San Diego, San Diego, CA 94704, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, San Diego, CA 92093, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Department of Software engineering, University of California, San Diego, San Diego, CA 94704, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101376768"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":4.1552,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93337301,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"27","issue":"4","first_page":"426","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9925000071525574,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.6933590173721313},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.6400758028030396},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5538642406463623},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5492189526557922},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4903843402862549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47424760460853577},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.46525317430496216},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4624709188938141},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4242752492427826},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41404345631599426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36931532621383667},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36728090047836304},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33019083738327026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6933590173721313},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.6400758028030396},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5538642406463623},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5492189526557922},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4903843402862549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47424760460853577},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.46525317430496216},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4624709188938141},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4242752492427826},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41404345631599426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36931532621383667},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36728090047836304},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33019083738327026},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27040426","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27040426","pdf_url":"https://www.mdpi.com/1099-4300/27/4/426/pdf?version=1744637871","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:40282661","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40282661","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:845dddcdb493489186fdb591adc82f2f","is_oa":true,"landing_page_url":"https://doaj.org/article/845dddcdb493489186fdb591adc82f2f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 4, p 426 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12025361","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12025361","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27040426","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27040426","pdf_url":"https://www.mdpi.com/1099-4300/27/4/426/pdf?version=1744637871","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409462404.pdf","grobid_xml":"https://content.openalex.org/works/W4409462404.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2885722640","https://openalex.org/W2949813473","https://openalex.org/W2962687275","https://openalex.org/W2979309789","https://openalex.org/W3034324233","https://openalex.org/W3034591020","https://openalex.org/W3041860201","https://openalex.org/W3159770254","https://openalex.org/W3164376598","https://openalex.org/W3165113810","https://openalex.org/W3173251459","https://openalex.org/W3175481246","https://openalex.org/W3198125731","https://openalex.org/W3204240983","https://openalex.org/W3204926225","https://openalex.org/W3215113235","https://openalex.org/W4210258547","https://openalex.org/W4224307605","https://openalex.org/W4281972727","https://openalex.org/W4287124998","https://openalex.org/W4287219555","https://openalex.org/W4292198371","https://openalex.org/W4295269095","https://openalex.org/W4298111403","https://openalex.org/W4312883044","https://openalex.org/W4320037250","https://openalex.org/W4327852039","https://openalex.org/W4385571771","https://openalex.org/W4386066023","https://openalex.org/W4392752752","https://openalex.org/W4394593073","https://openalex.org/W4402739035","https://openalex.org/W6750109254","https://openalex.org/W6761139768","https://openalex.org/W6772141982","https://openalex.org/W6790480264","https://openalex.org/W6797525515","https://openalex.org/W6892862271"],"related_works":["https://openalex.org/W2036846997","https://openalex.org/W2112223184","https://openalex.org/W4225940264","https://openalex.org/W2347586617","https://openalex.org/W2161963661","https://openalex.org/W2125614474","https://openalex.org/W2295845123","https://openalex.org/W2358054814","https://openalex.org/W2090882960","https://openalex.org/W2551182807"],"abstract_inverted_index":{"This":[0,85],"paper":[1],"presents":[2],"a":[3,50,66,135],"novel":[4],"unsupervised":[5],"domain":[6,48,75,120,145],"adaptation":[7],"(UDA)":[8],"framework":[9],"that":[10,68,107],"integrates":[11],"information-theoretic":[12],"principles":[13],"to":[14,39,76],"mitigate":[15],"distributional":[16],"discrepancies":[17],"between":[18],"source":[19,56,74],"and":[20,62,93,104,128,144],"target":[21,47,83],"domains.":[22,97],"The":[23],"proposed":[24,109],"method":[25],"incorporates":[26],"two":[27],"key":[28],"components:":[29],"(1)":[30],"relative":[31],"entropy":[32],"regularization,":[33],"which":[34],"leverages":[35],"Kullback-Leibler":[36],"(KL)":[37],"divergence":[38],"align":[40],"the":[41,46,55,73,81,108,125,139],"predicted":[42],"label":[43],"distribution":[44,52],"of":[45,131,141],"with":[49,118],"reference":[51],"derived":[53],"from":[54,72],"domain,":[57],"thereby":[58],"reducing":[59],"prediction":[60],"uncertainty;":[61],"(2)":[63],"measure":[64],"propagation,":[65],"technique":[67],"transfers":[69],"probability":[70],"mass":[71],"generate":[77],"pseudo-measures-estimated":[78],"probabilistic":[79],"representations-for":[80],"unlabeled":[82],"domain.":[84],"dual":[86],"mechanism":[87],"enhances":[88],"both":[89],"global":[90],"feature":[91],"alignment":[92],"semantic":[94],"consistency":[95],"across":[96],"Extensive":[98],"experiments":[99],"on":[100,138],"benchmark":[101],"datasets":[102],"(OfficeHome":[103],"DomainNet)":[105],"demonstrate":[106],"approach":[110],"consistently":[111],"outperforms":[112],"State-of-the-Art":[113],"methods,":[114],"particularly":[115],"in":[116],"scenarios":[117],"significant":[119],"shifts.":[121],"These":[122],"results":[123],"confirm":[124],"robustness,":[126],"scalability,":[127],"theoretical":[129],"grounding":[130],"our":[132],"framework,":[133],"offering":[134],"new":[136],"perspective":[137],"fusion":[140],"information":[142],"theory":[143],"adaptation.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}