乐胖代购免代理版

{"id":"https://openalex.org/W1646378821","doi":"https://doi.org/10.1109/ijcnn.2015.7280414","title":"Fast convergence of extended Rademacher Complexity bounds","display_name":"Fast convergence of extended Rademacher Complexity bounds","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1646378821","doi":"https://doi.org/10.1109/ijcnn.2015.7280414","mag":"1646378821"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280414","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]"],"affiliations":[{"raw_affiliation_string":"[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078185707","display_name":"Alessandro Ghio","orcid":"https://orcid.org/0000-0002-2370-0179"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Ghio","raw_affiliation_strings":["[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]"],"affiliations":[{"raw_affiliation_string":"[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072692847","display_name":"Sandro Ridella","orcid":"https://orcid.org/0000-0003-0612-8219"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Ridella","raw_affiliation_strings":["[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]"],"affiliations":[{"raw_affiliation_string":"[DITEN Department, University of Genoa, Via Opera Pia 11A, I-16145, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036611143","display_name":"Davide Anguita","orcid":"https://orcid.org/0000-0001-7523-5291"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Anguita","raw_affiliation_strings":["[DIBRIS Department, University of Genoa, Via Opera Pia 13, I-16145, Italy]"],"affiliations":[{"raw_affiliation_string":"[DIBRIS Department, University of Genoa, Via Opera Pia 13, I-16145, Italy]","institution_ids":["https://openalex.org/I83816512"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":1,"citation_normalized_percentile":{"value":0.190105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":66,"max":73},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9993,"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":0.9993,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9991,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9964,"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/binary-classification","display_name":"Binary classification","score":0.50303954}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.79816175},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.75958693},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.68198144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6562277},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.60688233},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.50303954},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.47577444},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.47069812},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44657743},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.43095988},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4296925},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3868155},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36982858},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3543109},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34129965},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280414","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":52,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W1491300635","https://openalex.org/W1498282191","https://openalex.org/W1510594806","https://openalex.org/W1538170657","https://openalex.org/W1546851689","https://openalex.org/W1563088657","https://openalex.org/W1966949944","https://openalex.org/W1975782638","https://openalex.org/W1992222410","https://openalex.org/W1996437515","https://openalex.org/W1999678910","https://openalex.org/W2006151125","https://openalex.org/W2022392475","https://openalex.org/W2024293109","https://openalex.org/W2029029543","https://openalex.org/W2031690114","https://openalex.org/W2049393399","https://openalex.org/W2052110545","https://openalex.org/W2063368770","https://openalex.org/W2068728923","https://openalex.org/W2070902649","https://openalex.org/W2082233060","https://openalex.org/W2084572036","https://openalex.org/W2087258353","https://openalex.org/W2107193723","https://openalex.org/W2107968230","https://openalex.org/W2119748693","https://openalex.org/W2124181495","https://openalex.org/W2130464645","https://openalex.org/W2137591261","https://openalex.org/W2140204814","https://openalex.org/W2153149612","https://openalex.org/W2162152253","https://openalex.org/W2163032969","https://openalex.org/W2167784882","https://openalex.org/W2170207925","https://openalex.org/W2294142345","https://openalex.org/W2395156783","https://openalex.org/W2579923771","https://openalex.org/W27434444","https://openalex.org/W2989661724","https://openalex.org/W3009557165","https://openalex.org/W3013820469","https://openalex.org/W3100743579","https://openalex.org/W3102435413","https://openalex.org/W3104165014","https://openalex.org/W3104887532","https://openalex.org/W3105849782","https://openalex.org/W4243551976","https://openalex.org/W4254721730","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W43109613","https://openalex.org/W4200527723","https://openalex.org/W3022347918","https://openalex.org/W2371138613","https://openalex.org/W2359952343","https://openalex.org/W2239445980","https://openalex.org/W2120455979","https://openalex.org/W2080152487","https://openalex.org/W2048963458","https://openalex.org/W1630076647"],"abstract_inverted_index":{"In":[0,38],"this":[1,39],"work":[2],"we":[3,41,116],"propose":[4],"some":[5],"new":[6],"generalization":[7],"bounds":[8,60],"for":[9,132],"binary":[10,140],"classifiers,":[11],"based":[12,62],"on":[13,29,63],"global":[14],"Rademacher":[15],"Complexity":[16],"(RC),":[17],"which":[18],"exhibit":[19],"fast":[20],"convergence":[21,51],"rates":[22,52],"by":[23,27],"combining":[24],"state-of-the-art":[25],"results":[26,104],"Talagrand":[28],"empirical":[30,64],"processes":[31],"and":[32,49,75,81,105],"the":[33,47,50,58,84,87,91,100,106,112,118,121,126,130,136],"exploitation":[34,107],"of":[35,53,102,108,120,139],"unlabeled":[36,109],"patterns.":[37],"framework,":[40],"are":[42,61,76,86],"able":[43],"to":[44,95,125],"improve":[45],"both":[46,78],"constants":[48],"existing":[54],"RC-based":[55],"bounds.":[56],"All":[57],"proposed":[59],"quantities,":[65],"so":[66],"that":[67],"they":[68],"can":[69],"be":[70],"easily":[71],"computed":[72],"in":[73,79,111,135],"practice,":[74],"provided":[77],"implicit":[80],"explicit":[82],"forms:":[83],"formers":[85],"tightest":[88],"ones,":[89],"while":[90],"latter":[92],"ones":[93],"allow":[94],"get":[96],"more":[97],"insights":[98],"about":[99],"impact":[101],"Talagrand's":[103],"patterns":[110],"learning":[113],"process.":[114],"Finally,":[115],"verify":[117],"quality":[119],"bounds,":[122],"with":[123],"respect":[124],"theoretical":[127],"limit,":[128],"showing":[129],"room":[131],"further":[133],"improvements":[134],"common":[137],"scenario":[138],"classification.":[141]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1646378821","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-03-21T09:14:53.546461","created_date":"2016-06-24"}