{"id":"https://openalex.org/W1981635503","doi":"https://doi.org/10.1007/s10994-013-5404-1","title":"Bounds on the sample complexity for private learning and private data release","display_name":"Bounds on the sample complexity for private learning and private data release","publication_year":2013,"publication_date":"2013-09-17","ids":{"openalex":"https://openalex.org/W1981635503","doi":"https://doi.org/10.1007/s10994-013-5404-1","mag":"1981635503"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5404-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5404-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5404-1.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%2Fs10994-013-5404-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031372016","display_name":"Amos Beimel","orcid":"https://orcid.org/0000-0002-6572-4195"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Amos Beimel","raw_affiliation_strings":["Dept. of Computer Science, Ben-Gurion University, Beer-Sheva, Israel","Department of Computer Science, Ben Gurion University, Beer Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Computer Science, Ben Gurion University, Beer Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021208021","display_name":"Hai Brenner","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Hai Brenner","raw_affiliation_strings":["Dept. of Mathematics, Ben-Gurion University, Beer-Sheva, Israel","Department of Mathematics, Ben Gurion University, Beer-Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics, Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Mathematics, Ben Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036801391","display_name":"Shiva Prasad Kasiviswanathan","orcid":"https://orcid.org/0000-0002-1725-2621"},"institutions":[{"id":"https://openalex.org/I1332737386","display_name":"General Electric (United States)","ror":"https://ror.org/013msgt25","country_code":"US","type":"company","lineage":["https://openalex.org/I1332737386"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiva Prasad Kasiviswanathan","raw_affiliation_strings":["General Electric Research Center, San Ramon, CA, USA","General Electric Research Center, San Ramon, USA"],"affiliations":[{"raw_affiliation_string":"General Electric Research Center, San Ramon, CA, USA","institution_ids":["https://openalex.org/I1332737386"]},{"raw_affiliation_string":"General Electric Research Center, San Ramon, USA","institution_ids":["https://openalex.org/I1332737386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066000219","display_name":"Kobbi Nissim","orcid":"https://orcid.org/0000-0002-6632-8645"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Kobbi Nissim","raw_affiliation_strings":["Dept. of Computer Science, Ben-Gurion University, Beer-Sheva, Israel","Department of Computer Science, Ben Gurion University, Beer Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Computer Science, Ben Gurion University, Beer Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031372016"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.4746,"has_fulltext":true,"cited_by_count":79,"citation_normalized_percentile":{"value":0.95392251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"94","issue":"3","first_page":"401","last_page":"437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","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/T12072","display_name":"Machine Learning and Algorithms","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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/sample-complexity","display_name":"Sample complexity","score":0.7006092071533203},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.6652483344078064},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6235060691833496},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5696793794631958},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5627369284629822},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4453149437904358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4412551522254944},{"id":"https://openalex.org/keywords/vc-dimension","display_name":"VC dimension","score":0.43396976590156555},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4264552593231201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.389544278383255},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3759176433086395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3440253734588623},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1846945583820343},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.16560864448547363}],"concepts":[{"id":"https://openalex.org/C2778445095","wikidata":"https://www.wikidata.org/wiki/Q18354077","display_name":"Sample complexity","level":2,"score":0.7006092071533203},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.6652483344078064},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6235060691833496},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5696793794631958},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5627369284629822},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4453149437904358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4412551522254944},{"id":"https://openalex.org/C119322782","wikidata":"https://www.wikidata.org/wiki/Q2662236","display_name":"VC dimension","level":2,"score":0.43396976590156555},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4264552593231201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.389544278383255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3759176433086395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3440253734588623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1846945583820343},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.16560864448547363},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-013-5404-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5404-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5404-1.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/s10994-013-5404-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5404-1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5404-1.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":[{"id":"https://openalex.org/G5811209738","display_name":null,"funder_award_id":"938/09","funder_id":"https://openalex.org/F4320322252","funder_display_name":"Israel Science Foundation"},{"id":"https://openalex.org/G8142667479","display_name":null,"funder_award_id":"860/06","funder_id":"https://openalex.org/F4320322252","funder_display_name":"Israel Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320322252","display_name":"Israel Science Foundation","ror":"https://ror.org/04sazxf24"},{"id":"https://openalex.org/F4320323051","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982"},{"id":"https://openalex.org/F4320338304","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1981635503.pdf","grobid_xml":"https://content.openalex.org/works/W1981635503.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1520252399","https://openalex.org/W1524581953","https://openalex.org/W1548880861","https://openalex.org/W1592775138","https://openalex.org/W1616697096","https://openalex.org/W1873763122","https://openalex.org/W1993116423","https://openalex.org/W1995897489","https://openalex.org/W2010523825","https://openalex.org/W2013003500","https://openalex.org/W2019363670","https://openalex.org/W2029538739","https://openalex.org/W2042469398","https://openalex.org/W2042587503","https://openalex.org/W2045313701","https://openalex.org/W2077217970","https://openalex.org/W2096223017","https://openalex.org/W2103012681","https://openalex.org/W2112380340","https://openalex.org/W2117049614","https://openalex.org/W2119874464","https://openalex.org/W2124612670","https://openalex.org/W2154952480","https://openalex.org/W2169570643","https://openalex.org/W2245160765","https://openalex.org/W2399682466","https://openalex.org/W4233413206","https://openalex.org/W4238284510","https://openalex.org/W4238893454","https://openalex.org/W6653823652","https://openalex.org/W6676639149","https://openalex.org/W6678451913","https://openalex.org/W6678741063","https://openalex.org/W6940974302"],"related_works":["https://openalex.org/W1494863055","https://openalex.org/W2153687934","https://openalex.org/W2399748593","https://openalex.org/W2607437843","https://openalex.org/W578536148","https://openalex.org/W4301382396","https://openalex.org/W2949611647","https://openalex.org/W2963162727","https://openalex.org/W2106714532","https://openalex.org/W4297979791"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
