{"id":"https://openalex.org/W1968264118","doi":"https://doi.org/10.1007/s10994-007-5004-z","title":"Stability of Unstable Learning Algorithms","display_name":"Stability of Unstable Learning Algorithms","publication_year":2007,"publication_date":"2007-03-29","ids":{"openalex":"https://openalex.org/W1968264118","doi":"https://doi.org/10.1007/s10994-007-5004-z","mag":"1968264118"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-007-5004-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5004-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5004-z.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/s10994-007-5004-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110232527","display_name":"Don Hush","orcid":null},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Hush","raw_affiliation_strings":["CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","CCS-3, Los Alamos National Laboratory, Los Alamos, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, USA","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015708841","display_name":"Clint Scovel","orcid":null},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Clint Scovel","raw_affiliation_strings":["CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","CCS-3, Los Alamos National Laboratory, Los Alamos, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, USA","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001083977","display_name":"Ingo Steinwart","orcid":"https://orcid.org/0000-0002-4436-7109"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ingo Steinwart","raw_affiliation_strings":["CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","CCS-3, Los Alamos National Laboratory, Los Alamos, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, NM, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"CCS-3, Los Alamos National Laboratory, Los Alamos, USA","institution_ids":["https://openalex.org/I1343871089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015708841"],"corresponding_institution_ids":["https://openalex.org/I1343871089"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9687,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.81208921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"67","issue":"3","first_page":"197","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9990000128746033,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9990000128746033,"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/T10320","display_name":"Neural Networks and Applications","score":0.9987999796867371,"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/T10057","display_name":"Face and Expression Recognition","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/deviance","display_name":"Deviance (statistics)","score":0.6280436515808105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5757545828819275},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5624496936798096},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.5475209951400757},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5391877293586731},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.48141002655029297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4754975736141205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4624076187610626},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3230261206626892}],"concepts":[{"id":"https://openalex.org/C177599991","wikidata":"https://www.wikidata.org/wiki/Q3706279","display_name":"Deviance (statistics)","level":2,"score":0.6280436515808105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5757545828819275},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5624496936798096},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.5475209951400757},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5391877293586731},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.48141002655029297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4754975736141205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4624076187610626},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3230261206626892},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-007-5004-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5004-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5004-z.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/s10994-007-5004-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5004-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5004-z.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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1968264118.pdf","grobid_xml":"https://content.openalex.org/works/W1968264118.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1571840955","https://openalex.org/W1605479404","https://openalex.org/W1714001321","https://openalex.org/W2003585400","https://openalex.org/W2087347434","https://openalex.org/W2122789612","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W2964020133","https://openalex.org/W2999905431","https://openalex.org/W3099978158","https://openalex.org/W4285719527","https://openalex.org/W4298264812","https://openalex.org/W6634159817","https://openalex.org/W6636033586","https://openalex.org/W7034108470","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W2103930790","https://openalex.org/W2163650224","https://openalex.org/W2050590946","https://openalex.org/W1983573653","https://openalex.org/W2107744946","https://openalex.org/W2100992617","https://openalex.org/W1971650102","https://openalex.org/W1984033101","https://openalex.org/W2090763504","https://openalex.org/W4240447363"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}