{"id":"https://openalex.org/W3035185594","doi":"https://doi.org/10.48550/arxiv.2604.19672","title":"Budgeted Online Influence Maximization","display_name":"Budgeted Online Influence Maximization","publication_year":2026,"publication_date":"2026-04-21","ids":{"openalex":"https://openalex.org/W3035185594","doi":"https://doi.org/10.48550/arxiv.2604.19672","mag":"3035185594"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2604.19672","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.19672","pdf_url":"https://arxiv.org/pdf/2604.19672","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2604.19672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027251812","display_name":"Pierre Perrault","orcid":null},"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/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Perrault, Pierre","raw_affiliation_strings":["ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","Adobe Research (United States)","Scool - Scool (Parc Scientifique de la Haute Borne 40, avenue Halley B\u00e2t.A, Park Plaza 59650 Villeneuve d'Ascq  - France)","SEQUEL - Sequential Learning (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/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]},{"raw_affiliation_string":"Adobe Research (United States)","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"Scool - Scool (Parc Scientifique de la Haute Borne 40, avenue Halley B\u00e2t.A, Park Plaza 59650 Villeneuve d'Ascq  - France)","institution_ids":[]},{"raw_affiliation_string":"SEQUEL - Sequential Learning (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072471679","display_name":"Jennifer Healey","orcid":"https://orcid.org/0000-0002-5700-4921"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Healey, Jennifer","raw_affiliation_strings":["Adobe Research (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research (United States)","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wen, Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090411","display_name":"Google DeepMind (United Kingdom)","ror":"https://ror.org/00971b260","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090411","https://openalex.org/I4210128969"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wen, Zheng","raw_affiliation_strings":["DeepMind [London] (United Kingdom)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DeepMind [London] (United Kingdom)","institution_ids":["https://openalex.org/I4210090411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106038276","display_name":"Michal Va\u013eko","orcid":"https://orcid.org/0009-0007-8593-7765"},"institutions":[{"id":"https://openalex.org/I4210090411","display_name":"Google DeepMind (United Kingdom)","ror":"https://ror.org/00971b260","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090411","https://openalex.org/I4210128969"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Valko, Michal","raw_affiliation_strings":["DeepMind [London] (United Kingdom)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DeepMind [London] (United Kingdom)","institution_ids":["https://openalex.org/I4210090411"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027251812"],"corresponding_institution_ids":["https://openalex.org/I11559806","https://openalex.org/I1306409833","https://openalex.org/I29607241","https://openalex.org/I4210150317"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/regret","display_name":"Regret","score":0.6849600076675415},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6799410581588745},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6510034799575806},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.629936695098877},{"id":"https://openalex.org/keywords/influencer-marketing","display_name":"Influencer marketing","score":0.5987975597381592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.594226598739624},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5421032309532166},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5306457877159119},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.5189763903617859},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46114784479141235},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.4302443861961365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26170170307159424},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.18936526775360107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17706298828125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1421791911125183},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13848638534545898}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.6849600076675415},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6799410581588745},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6510034799575806},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.629936695098877},{"id":"https://openalex.org/C26011011","wikidata":"https://www.wikidata.org/wiki/Q6030243","display_name":"Influencer marketing","level":4,"score":0.5987975597381592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.594226598739624},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5421032309532166},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5306457877159119},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.5189763903617859},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46114784479141235},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.4302443861961365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26170170307159424},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.18936526775360107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17706298828125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1421791911125183},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13848638534545898},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0},{"id":"https://openalex.org/C54649085","wikidata":"https://www.wikidata.org/wiki/Q574424","display_name":"Relationship marketing","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C192975520","wikidata":"https://www.wikidata.org/wiki/Q1143466","display_name":"Marketing management","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:arXiv.org:2604.19672","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.19672","pdf_url":"https://arxiv.org/pdf/2604.19672","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-02904278v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02904278","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Machine Learning, 2020, Vienna, Austria","raw_type":"Conference papers"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/57700","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/57700","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2604.19672","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.19672","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2604.19672","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.19672","pdf_url":"https://arxiv.org/pdf/2604.19672","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322727","display_name":"Minist\u00e8re de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","ror":"https://ror.org/03sjk9a61"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W2187722173","https://openalex.org/W1969702312","https://openalex.org/W3101254380","https://openalex.org/W1994068555","https://openalex.org/W2962891546","https://openalex.org/W2961317356","https://openalex.org/W2136621081","https://openalex.org/W4381572753","https://openalex.org/W3126022543"],"abstract_inverted_index":{"We":[0,56],"introduce":[1],"a":[2,25],"new":[3],"budgeted":[4],"framework":[5],"for":[6,50,83],"online":[7],"influence":[8],"maximization,":[9],"considering":[10],"the":[11,20,33,37,47,84,90,93],"total":[12],"cost":[13,38],"of":[14,19,39,92],"an":[15,58,61],"advertising":[16,54],"campaign":[17],"instead":[18],"common":[21],"cardinality":[22,85],"constraint":[23,86],"on":[24],"chosen":[26],"influencer":[27],"set.":[28],"Our":[29,78],"approach":[30],"better":[31],"models":[32],"real-world":[34],"setting":[35,87],"where":[36],"influencers":[40],"varies":[41],"and":[42,66,71,75,88],"advertisers":[43],"want":[44],"to":[45],"find":[46],"best":[48],"value":[49],"their":[51],"overall":[52],"social":[53],"budget.":[55],"propose":[57],"algorithm":[59],"assuming":[60],"independent":[62],"cascade":[63],"diffusion":[64],"model":[65],"edge":[67],"level":[68],"semi-bandit":[69],"feedback,":[70],"provide":[72],"both":[73],"theoretical":[74],"experimental":[76],"results.":[77],"analysis":[79],"is":[80],"also":[81],"valid":[82],"improves":[89],"state":[91],"art":[94],"regret":[95],"bound":[96],"in":[97],"this":[98],"case.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-24T06:01:54.638496","created_date":"2020-06-19T00:00:00"}