{"id":"https://openalex.org/W7225286299","doi":null,"title":"Parametrized Power-Iteration Clustering for Directed Graphs","display_name":"Parametrized Power-Iteration Clustering for Directed Graphs","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7225286299"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-05846666v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05846666v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 41st International Conference on Machine Learning (ICML), PMLR, In press, 36","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5153569741","display_name":"Gwendal Debaussart-Joniec","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4403386768","display_name":"Centre Borelli","ror":"https://ror.org/02hcn4061","country_code":"FR","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":"Debaussart-Joniec, Gwendal","raw_affiliation_strings":["CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay4 Avenue des Sciences,91190 Gif-sur-Yvette - France)","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay4 Avenue des Sciences,91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4403386768"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I11559806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068050403","display_name":"Harry Sevi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sevi, Harry","raw_affiliation_strings":["ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I11559806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053044735","display_name":"Matthieu Jonckheere","orcid":"https://orcid.org/0000-0003-3576-5866","observed_orcids":["https://orcid.org/0000-0003-3576-5866"]},"institutions":[{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jonckheere, Matthieu","raw_affiliation_strings":["LAAS-SARA - \u00c9quipe Services et Architectures pour R\u00e9seaux Avanc\u00e9s (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAAS-SARA - \u00c9quipe Services et Architectures pour R\u00e9seaux Avanc\u00e9s (France)","institution_ids":["https://openalex.org/I190497903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036605458","display_name":"Argyris Kalogeratos","orcid":"https://orcid.org/0000-0003-1436-3593","observed_orcids":["https://orcid.org/0000-0003-1436-3593"]},"institutions":[{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4403386768","display_name":"Centre Borelli","ror":"https://ror.org/02hcn4061","country_code":"FR","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":"Kalogeratos, Argyris","raw_affiliation_strings":["CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay4 Avenue des Sciences,91190 Gif-sur-Yvette - France)","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay4 Avenue des Sciences,91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4403386768"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I11559806"]}]}],"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":0.81135389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.48510000109672546,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.48510000109672546,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.44339999556541443,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.010700000450015068,"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/power-iteration","display_name":"power iteration","score":0.777999997138977},{"id":"https://openalex.org/keywords/graph-clustering","display_name":"graph clustering","score":0.7120000123977661},{"id":"https://openalex.org/keywords/directed-graphs","display_name":"directed graphs","score":0.9950000047683716},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"spectral clustering","score":0.5419999957084656},{"id":"https://openalex.org/keywords/eigenvector-computation","display_name":"eigenvector computation","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5027999877929688},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4821000099182129},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.43529999256134033},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39750000834465027},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.3691999912261963},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.36010000109672546},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33149999380111694},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.32109999656677246},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2928999960422516},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26829999685287476},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2572000026702881},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-05846666v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05846666v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 41st International Conference on Machine Learning (ICML), PMLR, In press, 36","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W82953027","https://openalex.org/W7097597895","https://openalex.org/W7171401907","https://openalex.org/W2317459717","https://openalex.org/W2407632604","https://openalex.org/W6982121579","https://openalex.org/W1545364422","https://openalex.org/W1903685657","https://openalex.org/W2617669345","https://openalex.org/W2039564426"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-05T00:00:00"}