{"id":"https://openalex.org/W3081430106","doi":"https://doi.org/10.1007/978-3-030-57321-8_6","title":"A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance","display_name":"A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3081430106","doi":"https://doi.org/10.1007/978-3-030-57321-8_6","mag":"3081430106"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57321-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57321-8_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03414720","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013211255","display_name":"Grah Simon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210156960","display_name":"Louvre","ror":"https://ror.org/05k441034","country_code":"FR","type":"archive","lineage":["https://openalex.org/I4210156960"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Grah Simon","raw_affiliation_strings":["Thales SIX GTS, 4 Avenue des Louvresses, Gennevilliers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thales SIX GTS, 4 Avenue des Louvresses, Gennevilliers, France","institution_ids":["https://openalex.org/I4210140930","https://openalex.org/I4210156960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102175185","display_name":"Vincent Thouvenot","orcid":"https://orcid.org/0000-0002-3070-4426"},"institutions":[{"id":"https://openalex.org/I4210096366","display_name":"Sinclair Pharma","ror":"https://ror.org/00ab7gt92","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210096366"]},{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210156960","display_name":"Louvre","ror":"https://ror.org/05k441034","country_code":"FR","type":"archive","lineage":["https://openalex.org/I4210156960"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Thouvenot Vincent","raw_affiliation_strings":["SINCLAIR AI Lab, 7, boulevard Gaspard Monge, Palaiseau, France","Thales SIX GTS, 4 Avenue des Louvresses, Gennevilliers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SINCLAIR AI Lab, 7, boulevard Gaspard Monge, Palaiseau, France","institution_ids":["https://openalex.org/I4210096366"]},{"raw_affiliation_string":"Thales SIX GTS, 4 Avenue des Louvresses, Gennevilliers, France","institution_ids":["https://openalex.org/I4210140930","https://openalex.org/I4210156960"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9986000061035156,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9986000061035156,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9983000159263611,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9983000159263611,"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":0.7370127439498901},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6006320118904114},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4842364490032196},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4688390791416168},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4676131010055542},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.459835946559906},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45960286259651184},{"id":"https://openalex.org/keywords/stochastic-approximation","display_name":"Stochastic approximation","score":0.4436178505420685},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.43633025884628296},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.42741984128952026},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4155219793319702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34701377153396606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3422354757785797},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3139406442642212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18042755126953125},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09319281578063965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7370127439498901},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6006320118904114},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4842364490032196},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4688390791416168},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4676131010055542},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.459835946559906},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45960286259651184},{"id":"https://openalex.org/C55479107","wikidata":"https://www.wikidata.org/wiki/Q97663916","display_name":"Stochastic approximation","level":3,"score":0.4436178505420685},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.43633025884628296},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.42741984128952026},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4155219793319702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34701377153396606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3422354757785797},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3139406442642212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18042755126953125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09319281578063965},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-57321-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57321-8_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03414720v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03414720","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":"4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.97-115, ⟨10.1007/978-3-030-57321-8_6⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03414720v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03414720","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":"4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.97-115, ⟨10.1007/978-3-030-57321-8_6⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1536329667","https://openalex.org/W1557560449","https://openalex.org/W1842094663","https://openalex.org/W1980412153","https://openalex.org/W1981276685","https://openalex.org/W1992208280","https://openalex.org/W2008918413","https://openalex.org/W2101589741","https://openalex.org/W2129888542","https://openalex.org/W2135046866","https://openalex.org/W2149426898","https://openalex.org/W2150480892","https://openalex.org/W2151695970","https://openalex.org/W2346578521","https://openalex.org/W2487898712","https://openalex.org/W2530685584","https://openalex.org/W2583836055","https://openalex.org/W2662684858","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W2923915248","https://openalex.org/W2943936725","https://openalex.org/W2949574275","https://openalex.org/W2962862931","https://openalex.org/W2963067999","https://openalex.org/W2969956324","https://openalex.org/W2973576408","https://openalex.org/W2981731882","https://openalex.org/W3007549203","https://openalex.org/W3013917854","https://openalex.org/W3082455399","https://openalex.org/W3187997433","https://openalex.org/W6600688380","https://openalex.org/W6834628200"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W2359063982","https://openalex.org/W2360658320","https://openalex.org/W1907128005","https://openalex.org/W2514909387","https://openalex.org/W2120339885","https://openalex.org/W2032229253","https://openalex.org/W4246247437"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}