{"id":"https://openalex.org/W2033795336","doi":"https://doi.org/10.1145/2090236.2090248","title":"Distribution free evolvability of polynomial functions over all convex loss functions","display_name":"Distribution free evolvability of polynomial functions over all convex loss functions","publication_year":2012,"publication_date":"2012-01-08","ids":{"openalex":"https://openalex.org/W2033795336","doi":"https://doi.org/10.1145/2090236.2090248","mag":"2033795336"},"language":"en","primary_location":{"id":"doi:10.1145/2090236.2090248","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2090236.2090248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Innovations in Theoretical Computer Science Conference","raw_type":"proceedings-article"},"type":"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/A5036230157","display_name":"Paul Valiant","orcid":"https://orcid.org/0000-0001-5523-2974"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Paul Valiant","raw_affiliation_strings":["UC Berkeley, Berkeley, California","UC Berkeley, Berkeley, California#TAB#"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, California","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]},{"raw_affiliation_string":"UC Berkeley, Berkeley, California#TAB#","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036230157"],"corresponding_institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":1.5158068,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8607101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9947999715805054,"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":0.9947999715805054,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9927999973297119,"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/evolvability","display_name":"Evolvability","score":0.9400072693824768},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.6326321959495544},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.5668087601661682},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5628101825714111},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5451797842979431},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4547622799873352},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37783366441726685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3647070825099945},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07756087183952332},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0730225145816803}],"concepts":[{"id":"https://openalex.org/C176147130","wikidata":"https://www.wikidata.org/wiki/Q909622","display_name":"Evolvability","level":2,"score":0.9400072693824768},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.6326321959495544},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.5668087601661682},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5628101825714111},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5451797842979431},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4547622799873352},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37783366441726685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3647070825099945},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07756087183952332},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0730225145816803},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2090236.2090248","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2090236.2090248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Innovations in Theoretical Computer Science Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3068961614","display_name":null,"funder_award_id":"CC-0964033","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W80310092","https://openalex.org/W1553598118","https://openalex.org/W1801405129","https://openalex.org/W1971718861","https://openalex.org/W1995897489","https://openalex.org/W2016803752","https://openalex.org/W2150458133","https://openalex.org/W2168908795","https://openalex.org/W2950966051","https://openalex.org/W4244135808"],"related_works":["https://openalex.org/W2105160260","https://openalex.org/W2922935424","https://openalex.org/W2571877704","https://openalex.org/W2122461052","https://openalex.org/W1781524388","https://openalex.org/W2040177850","https://openalex.org/W2129140651","https://openalex.org/W2951554642","https://openalex.org/W2898806520","https://openalex.org/W1793337513"],"abstract_inverted_index":{"We":[0,25],"formulate":[1],"a":[2,16,43],"notion":[3],"of":[4,19],"evolvability":[5],"for":[6,48,54],"functions":[7,32,52],"with":[8],"domain":[9],"and":[10,29],"range":[11],"that":[12,27,47],"are":[13,33],"real-valued":[14],"vectors,":[15],"compelling":[17],"way":[18],"expressing":[20],"many":[21],"natural":[22],"biological":[23],"processes.":[24],"show":[26],"linear":[28],"fixed-degree":[30],"polynomial":[31],"evolvable":[34],"in":[35],"the":[36],"following":[37],"dually":[38],"robust":[39],"sense:":[40],"There":[41],"is":[42],"single":[44],"evolution":[45],"algorithm":[46],"all":[49,55],"convex":[50],"loss":[51],"converges":[53],"distributions.":[56]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
