{"id":"https://openalex.org/W2904155485","doi":"https://doi.org/10.1142/s0219691319500115","title":"Fisher-discriminative regularized latent sparse transfer model","display_name":"Fisher-discriminative regularized latent sparse transfer model","publication_year":2018,"publication_date":"2018-12-12","ids":{"openalex":"https://openalex.org/W2904155485","doi":"https://doi.org/10.1142/s0219691319500115","mag":"2904155485"},"language":"en","primary_location":{"id":"doi:10.1142/s0219691319500115","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691319500115","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","raw_type":"journal-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/A5070405612","display_name":"Xu Gou","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Gou","raw_affiliation_strings":["College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766133","display_name":"Wei Lu","orcid":"https://orcid.org/0000-0002-3777-9228"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lu","raw_affiliation_strings":["College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China","School of Software Engineering, Beijing Jiaotong University, Beijing 100044, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing 100044, P. R. China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364938","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0002-3096-6610"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 401331, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 401331, P. R. China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047734972","display_name":"Binyu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binyu Yan","raw_affiliation_strings":["College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, P. R. China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048066455","display_name":"Mulin Xin","orcid":"https://orcid.org/0000-0002-5342-7142"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mulin Xin","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 401331, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 401331, P. R. China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15216489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"03","first_page":"1950011","last_page":"1950011"},"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":0.9987999796867371,"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":0.9987999796867371,"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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9876999855041504,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9477999806404114,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7937972545623779},{"id":"https://openalex.org/keywords/reproducing-kernel-hilbert-space","display_name":"Reproducing kernel Hilbert space","score":0.7843724489212036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6043382287025452},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5632951259613037},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5328163504600525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48957380652427673},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.45974001288414},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4315715432167053},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4046802222728729},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39251601696014404},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33104732632637024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32862603664398193},{"id":"https://openalex.org/keywords/hilbert-space","display_name":"Hilbert space","score":0.3102003335952759}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7937972545623779},{"id":"https://openalex.org/C80884492","wikidata":"https://www.wikidata.org/wiki/Q3345678","display_name":"Reproducing kernel Hilbert space","level":3,"score":0.7843724489212036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6043382287025452},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5632951259613037},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5328163504600525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48957380652427673},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.45974001288414},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4315715432167053},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4046802222728729},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39251601696014404},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33104732632637024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32862603664398193},{"id":"https://openalex.org/C62799726","wikidata":"https://www.wikidata.org/wiki/Q190056","display_name":"Hilbert space","level":2,"score":0.3102003335952759},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219691319500115","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691319500115","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1722318740","https://openalex.org/W1982405594","https://openalex.org/W2009668020","https://openalex.org/W2064447488","https://openalex.org/W2090579338","https://openalex.org/W2121647436","https://openalex.org/W2157032359","https://openalex.org/W2165698076","https://openalex.org/W2240559667","https://openalex.org/W2283717164","https://openalex.org/W4241307704","https://openalex.org/W4247924304","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W4205463238","https://openalex.org/W259157601","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W4234882900","https://openalex.org/W4387349426"],"abstract_inverted_index":{"Top":[0],"performing":[1],"algorithms":[2],"are":[3,35],"trained":[4],"on":[5,48,139],"massive":[6],"amounts":[7],"of":[8,111],"labeled":[9,23,27],"data.":[10],"Alternatively,":[11],"domain":[12,34,57,131],"adaptation":[13],"(DA)":[14],"provides":[15],"an":[16],"attractive":[17],"way":[18],"to":[19,70,88,103],"address":[20],"the":[21,26,43,49,54,90,121,129,136,140],"few":[22],"tasks":[24],"when":[25],"data":[28],"from":[29,73,80],"a":[30,62,97],"different":[31,81],"but":[32],"related":[33],"available.":[36],"Motivated":[37],"by":[38,107],"Fisher":[39],"criterion,":[40],"we":[41,95,116],"present":[42],"novel":[44],"discriminative":[45],"regularization":[46],"term":[47],"latent":[50,55],"subspace":[51],"which":[52],"incorporates":[53],"sparse":[56],"transfer":[58],"(LSDT)":[59],"model":[60,119],"in":[61,120],"unified":[63],"framework.":[64],"The":[65],"key":[66],"underlying":[67],"idea":[68],"is":[69,86],"make":[71],"samples":[72],"one":[74],"class":[75,82],"closer":[76],"and":[77],"farther":[78],"away":[79],"samples.":[83],"However,":[84],"it":[85],"nontrivial":[87],"design":[89],"efficient":[91],"optimization":[92,101],"algorithm.":[93,114],"Instead,":[94],"construct":[96],"convex":[98],"surrogate":[99],"relaxation":[100],"constraint":[102],"ease":[104],"this":[105],"issue":[106],"alternating":[108],"direction":[109],"method":[110],"multipliers":[112],"(ADMM)":[113],"Subsequently,":[115],"generalize":[117],"our":[118],"reproduced":[122],"kernel":[123],"Hilbert":[124],"space":[125],"(RKHS)":[126],"for":[127],"tracking":[128],"nonlinear":[130],"shift.":[132],"Empirical":[133],"studies":[134],"demonstrate":[135],"performance":[137],"improvement":[138],"benchmark":[141],"vision":[142],"dataset":[143],"Caltech-4DA.":[144]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}