{"id":"https://openalex.org/W4392903359","doi":"https://doi.org/10.1109/icassp48485.2024.10447206","title":"Graph Local-Smooth Dictionary Learning","display_name":"Graph Local-Smooth Dictionary Learning","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392903359","doi":"https://doi.org/10.1109/icassp48485.2024.10447206"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447206","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 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/A5056446313","display_name":"Quentin Laborde","orcid":null},"institutions":[{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4403386768","display_name":"Centre Giovanni Borelli","ror":"https://ror.org/02hcn4061","country_code":null,"type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210129973","https://openalex.org/I4210136310","https://openalex.org/I4403386768"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Quentin Laborde","raw_affiliation_strings":["Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I29607241","https://openalex.org/I277688954","https://openalex.org/I1294671590","https://openalex.org/I4403386768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031795213","display_name":"Antoine Mazarguil","orcid":"https://orcid.org/0000-0002-2787-3181"},"institutions":[{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4403386768","display_name":"Centre Giovanni Borelli","ror":"https://ror.org/02hcn4061","country_code":null,"type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210129973","https://openalex.org/I4210136310","https://openalex.org/I4403386768"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Mazarguil","raw_affiliation_strings":["Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I29607241","https://openalex.org/I277688954","https://openalex.org/I1294671590","https://openalex.org/I4403386768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090929380","display_name":"Laurent Oudre","orcid":"https://orcid.org/0000-0002-4750-2265"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4403386768","display_name":"Centre Giovanni Borelli","ror":"https://ror.org/02hcn4061","country_code":null,"type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210129973","https://openalex.org/I4210136310","https://openalex.org/I4403386768"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Oudre","raw_affiliation_strings":["Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris Saclay, Universit&#x00E9; Paris Cit&#x00E9;,ENS Paris Saclay, CNRS, SSA, INSERM, Centre Borelli,Gif-Sur-Yvette,France,F-91190","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I29607241","https://openalex.org/I277688954","https://openalex.org/I1294671590","https://openalex.org/I4403386768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056446313"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I277688954","https://openalex.org/I29607241","https://openalex.org/I4403386768"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02561776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9591","last_page":"9595"},"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":0.9884999990463257,"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":0.9884999990463257,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9817000031471252,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9650999903678894,"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/leverage","display_name":"Leverage (statistics)","score":0.7855643033981323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6103622913360596},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5574639439582825},{"id":"https://openalex.org/keywords/dictionary-learning","display_name":"Dictionary learning","score":0.5331436991691589},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.463541716337204},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.42948615550994873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38553327322006226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3424068093299866},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.06788110733032227}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7855643033981323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103622913360596},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5574639439582825},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.5331436991691589},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.463541716337204},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.42948615550994873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38553327322006226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3424068093299866},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.06788110733032227}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447206","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04733585v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04733585","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, France. pp.9591-9595, &#x27E8;10.1109/ICASSP48485.2024.10447206&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1996648614","https://openalex.org/W2005876975","https://openalex.org/W2092420213","https://openalex.org/W2107569009","https://openalex.org/W2111160863","https://openalex.org/W2115706991","https://openalex.org/W2145962650","https://openalex.org/W2150359011","https://openalex.org/W2153663612","https://openalex.org/W2517949381","https://openalex.org/W2539761790","https://openalex.org/W2750618092","https://openalex.org/W2964198126"],"related_works":["https://openalex.org/W2787993192","https://openalex.org/W2158269427","https://openalex.org/W4381280689","https://openalex.org/W2847365777","https://openalex.org/W3128025644","https://openalex.org/W2355048207","https://openalex.org/W2750422482","https://openalex.org/W3125827053","https://openalex.org/W2920521957","https://openalex.org/W4214882840"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"leverage":[4],"recent":[5],"graph":[6],"uncertainty":[7],"principles":[8],"to":[9,53],"introduce":[10],"a":[11],"new":[12],"dictionary":[13],"learning":[14],"method":[15,19],"on":[16,29,50],"graphs.":[17],"Our":[18],"considers":[20],"two":[21],"distinct":[22],"classes":[23],"of":[24,44,47],"atoms,":[25,34],"spatially":[26],"local":[27,55],"atoms":[28,49],"the":[30,42,45],"graph,":[31],"and":[32,56],"smooth":[33],"together":[35],"with":[36],"well":[37],"suited":[38],"penalty":[39],"functions.":[40],"Notably,":[41],"consideration":[43],"notion":[46],"localized":[48],"graphs":[51],"allows":[52],"model":[54],"interpretable":[57],"phenomena.":[58]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
