{"id":"https://openalex.org/W2112546494","doi":"https://doi.org/10.1007/s10994-014-5476-6","title":"Additive regularization of topic models","display_name":"Additive regularization of topic models","publication_year":2014,"publication_date":"2014-12-09","ids":{"openalex":"https://openalex.org/W2112546494","doi":"https://doi.org/10.1007/s10994-014-5476-6","mag":"2112546494"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-014-5476-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-014-5476-6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-014-5476-6.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-014-5476-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050048876","display_name":"Konstantin Vorontsov","orcid":"https://orcid.org/0000-0002-4244-4270"},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I2801535751","display_name":"Dorodnitsyn Computing Centre","ror":"https://ror.org/01vgda714","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I2801535751","https://openalex.org/I4210124601"]},{"id":"https://openalex.org/I4210089467","display_name":"Institute of Physics and Technology","ror":"https://ror.org/005n3yy14","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210089467"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Konstantin Vorontsov","raw_affiliation_strings":["Department of Intelligent Systems at Dorodnicyn Computing Centre of RAS, Institute of Physics and Technology, Moscow, Russia","Department of Intelligent Systems at Dorodnicyn Computing Centre of RAS, Institute of Physics and Technology, Moscow, Russia#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Systems at Dorodnicyn Computing Centre of RAS, Institute of Physics and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I153845743","https://openalex.org/I4210089467","https://openalex.org/I2801535751"]},{"raw_affiliation_string":"Department of Intelligent Systems at Dorodnicyn Computing Centre of RAS, Institute of Physics and Technology, Moscow, Russia#TAB#","institution_ids":["https://openalex.org/I4210089467","https://openalex.org/I2801535751","https://openalex.org/I153845743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030626083","display_name":"Anna Potapenko","orcid":"https://orcid.org/0000-0003-0962-0794"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anna Potapenko","raw_affiliation_strings":["Computer Science Department, The Higher School of Economics, Moscow, Russia","Computer Science Department, The Higher School of Economics, Moscow, Russia#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, The Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Computer Science Department, The Higher School of Economics, Moscow, Russia#TAB#","institution_ids":["https://openalex.org/I118501908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050048876"],"corresponding_institution_ids":["https://openalex.org/I153845743","https://openalex.org/I2801535751","https://openalex.org/I4210089467"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":10.9938,"has_fulltext":true,"cited_by_count":109,"citation_normalized_percentile":{"value":0.98406665,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"101","issue":"1-3","first_page":"303","last_page":"323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994000196456909,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7076489925384521},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6854351758956909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6304934024810791},{"id":"https://openalex.org/keywords/probabilistic-relevance-model","display_name":"Probabilistic relevance model","score":0.6173195838928223},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.5443974137306213},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5248144865036011},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.49329274892807007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4708903431892395},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4653431177139282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4512065351009369},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4280589818954468},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4193033277988434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33808204531669617},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.2099476456642151}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7076489925384521},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6854351758956909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6304934024810791},{"id":"https://openalex.org/C143017306","wikidata":"https://www.wikidata.org/wiki/Q3318133","display_name":"Probabilistic relevance model","level":4,"score":0.6173195838928223},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.5443974137306213},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5248144865036011},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.49329274892807007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4708903431892395},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4653431177139282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4512065351009369},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4280589818954468},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4193033277988434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33808204531669617},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.2099476456642151},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-014-5476-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-014-5476-6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-014-5476-6.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-014-5476-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-014-5476-6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-014-5476-6.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2053914733","display_name":null,"funder_award_id":"081-R","funder_id":"https://openalex.org/F4320324442","funder_display_name":"Skolkovo Institute of Science and Technology"},{"id":"https://openalex.org/G8840996741","display_name":null,"funder_award_id":"14-07-00847, 14-07-00908, 14-07-31176","funder_id":"https://openalex.org/F4320321079","funder_display_name":"Russian Foundation for Basic Research"}],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"},{"id":"https://openalex.org/F4320324442","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143"},{"id":"https://openalex.org/F4320334801","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25"},{"id":"https://openalex.org/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2112546494.pdf","grobid_xml":"https://content.openalex.org/works/W2112546494.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W69371391","https://openalex.org/W108349218","https://openalex.org/W658295343","https://openalex.org/W1505497582","https://openalex.org/W1585143568","https://openalex.org/W1603213931","https://openalex.org/W1880262756","https://openalex.org/W1974490937","https://openalex.org/W1982474113","https://openalex.org/W2001082470","https://openalex.org/W2024846980","https://openalex.org/W2064153289","https://openalex.org/W2074909580","https://openalex.org/W2075858744","https://openalex.org/W2087743880","https://openalex.org/W2097360283","https://openalex.org/W2098047130","https://openalex.org/W2099223662","https://openalex.org/W2103587173","https://openalex.org/W2107743791","https://openalex.org/W2128925311","https://openalex.org/W2129028998","https://openalex.org/W2129350855","https://openalex.org/W2130339025","https://openalex.org/W2130428211","https://openalex.org/W2135790056","https://openalex.org/W2137268161","https://openalex.org/W2140124448","https://openalex.org/W2141211247","https://openalex.org/W2141416357","https://openalex.org/W2144920344","https://openalex.org/W2147946282","https://openalex.org/W2154587273","https://openalex.org/W2157493452","https://openalex.org/W2159426623","https://openalex.org/W2161353674","https://openalex.org/W2165279024","https://openalex.org/W2166753626","https://openalex.org/W2171319841","https://openalex.org/W2174706414","https://openalex.org/W2616052791","https://openalex.org/W3099640513","https://openalex.org/W4233135949","https://openalex.org/W4239545644","https://openalex.org/W4294541781","https://openalex.org/W6621984194","https://openalex.org/W6639619044","https://openalex.org/W6675301171","https://openalex.org/W6679482899","https://openalex.org/W6680343917","https://openalex.org/W6682044806","https://openalex.org/W6683847445","https://openalex.org/W6684152816"],"related_works":["https://openalex.org/W2574799773","https://openalex.org/W2042907335","https://openalex.org/W2392820438","https://openalex.org/W4221154940","https://openalex.org/W4286900141","https://openalex.org/W2123469030","https://openalex.org/W2488975212","https://openalex.org/W2210219486","https://openalex.org/W4297826693","https://openalex.org/W2963071676"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":21},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
