{"id":"https://openalex.org/W3113742260","doi":"https://doi.org/10.1007/978-3-030-66151-9_19","title":"Pre-interpolation Loss Behavior in Neural Networks","display_name":"Pre-interpolation Loss Behavior in Neural Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3113742260","doi":"https://doi.org/10.1007/978-3-030-66151-9_19","mag":"3113742260"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-66151-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66151-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2103.07986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051179696","display_name":"Arthur E. W. Venter","orcid":"https://orcid.org/0000-0001-7014-8711"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Arthur E. W. Venter","raw_affiliation_strings":["CAIR, Pretoria, South Africa","Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-7014-8711","affiliations":[{"raw_affiliation_string":"CAIR, Pretoria, South Africa","institution_ids":[]},{"raw_affiliation_string":"Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057852724","display_name":"Marthinus W. Theunissen","orcid":"https://orcid.org/0000-0002-7456-7769"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Marthinus W. Theunissen","raw_affiliation_strings":["CAIR, Pretoria, South Africa","Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-7456-7769","affiliations":[{"raw_affiliation_string":"CAIR, Pretoria, South Africa","institution_ids":[]},{"raw_affiliation_string":"Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019780560","display_name":"Marelie H. Davel","orcid":"https://orcid.org/0000-0003-3103-5858"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Marelie H. Davel","raw_affiliation_strings":["CAIR, Pretoria, South Africa","Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-3103-5858","affiliations":[{"raw_affiliation_string":"CAIR, Pretoria, South Africa","institution_ids":[]},{"raw_affiliation_string":"Multilingual Speech Technologies (MuST), North-West University, Potchefstroom, South Africa","institution_ids":["https://openalex.org/I27765905"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051179696"],"corresponding_institution_ids":["https://openalex.org/I27765905"],"apc_list":null,"apc_paid":null,"fwci":0.1154,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41024038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"296","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994999766349792,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994999766349792,"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":0.9991000294685364,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9987000226974487,"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/generalization","display_name":"Generalization","score":0.7308304905891418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6608019471168518},{"id":"https://openalex.org/keywords/phenomenon","display_name":"Phenomenon","score":0.6470963954925537},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6360434293746948},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.588685929775238},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.563132107257843},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5081973075866699},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5055968761444092},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49374064803123474},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48244887590408325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21727913618087769},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06649923324584961},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06507715582847595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06504982709884644},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0572410523891449}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7308304905891418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6608019471168518},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.6470963954925537},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6360434293746948},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.588685929775238},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.563132107257843},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5081973075866699},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5055968761444092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49374064803123474},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48244887590408325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21727913618087769},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06649923324584961},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06507715582847595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06504982709884644},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0572410523891449},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-66151-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66151-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2103.07986","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.07986","pdf_url":"https://arxiv.org/pdf/2103.07986","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.nwu.ac.za:10394/36914","is_oa":false,"landing_page_url":"http://hdl.handle.net/10394/36914","pdf_url":null,"source":{"id":"https://openalex.org/S4306402268","display_name":"Boloka Institutional Repository (North-west University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2103.07986","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.07986","pdf_url":"https://arxiv.org/pdf/2103.07986","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1556407876","https://openalex.org/W1811750039","https://openalex.org/W1836465849","https://openalex.org/W1850240193","https://openalex.org/W1904365287","https://openalex.org/W2112796928","https://openalex.org/W2127265926","https://openalex.org/W2154987621","https://openalex.org/W2529714286","https://openalex.org/W2617242334","https://openalex.org/W2750384547","https://openalex.org/W2786622092","https://openalex.org/W2895616758","https://openalex.org/W2912811302","https://openalex.org/W2963518130","https://openalex.org/W2963655672","https://openalex.org/W2963695615","https://openalex.org/W2963794891","https://openalex.org/W2964160102","https://openalex.org/W2964313743","https://openalex.org/W2996067004","https://openalex.org/W2996603747","https://openalex.org/W3009460743","https://openalex.org/W3034704745","https://openalex.org/W4206410067","https://openalex.org/W6600679772"],"related_works":["https://openalex.org/W4300450609","https://openalex.org/W4386931570","https://openalex.org/W2391010541","https://openalex.org/W2357367123","https://openalex.org/W4388930439","https://openalex.org/W2387276901","https://openalex.org/W2385953334","https://openalex.org/W2351303360","https://openalex.org/W3134118520","https://openalex.org/W2349223072"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2021-01-05T00:00:00"}