{"id":"https://openalex.org/W4389746799","doi":"https://doi.org/10.1007/978-3-031-49008-8_12","title":"DyPrune: Dynamic Pruning Rates for\u00a0Neural Networks","display_name":"DyPrune: Dynamic Pruning Rates for\u00a0Neural Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389746799","doi":"https://doi.org/10.1007/978-3-031-49008-8_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49008-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49008-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10198/29602","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052410986","display_name":"Richard Adolph Aires Jonker","orcid":"https://orcid.org/0000-0002-3806-6940"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Richard Adolph Aires Jonker","raw_affiliation_strings":["IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3806-6940","affiliations":[{"raw_affiliation_string":"IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085873497","display_name":"Roshan Poudel","orcid":"https://orcid.org/0000-0001-6450-023X"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Roshan Poudel","raw_affiliation_strings":["Research Centre in Digitalization and Intelligent Robotics, Polytechnic Institute of Bragan\u00e7a, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6450-023X","affiliations":[{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics, Polytechnic Institute of Bragan\u00e7a, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073932590","display_name":"Olga Fajarda","orcid":"https://orcid.org/0000-0003-1957-4947"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Olga Fajarda","raw_affiliation_strings":["IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1957-4947","affiliations":[{"raw_affiliation_string":"IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040524956","display_name":"Jos\u00e9 Lu\u00eds Oliveira","orcid":"https://orcid.org/0000-0002-6672-6176"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Lu\u00eds Oliveira","raw_affiliation_strings":["IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6672-6176","affiliations":[{"raw_affiliation_string":"IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058344632","display_name":"Rui Pedro Lopes","orcid":"https://orcid.org/0000-0002-9170-5078"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Pedro Lopes","raw_affiliation_strings":["LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal","Research Centre in Digitalization and Intelligent Robotics, Polytechnic Institute of Bragan\u00e7a, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9170-5078","affiliations":[{"raw_affiliation_string":"LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal","institution_ids":[]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics, Polytechnic Institute of Bragan\u00e7a, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073280030","display_name":"S\u00e9rgio Matos","orcid":"https://orcid.org/0000-0003-1941-3983"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"S\u00e9rgio Matos","raw_affiliation_strings":["IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1941-3983","affiliations":[{"raw_affiliation_string":"IEETA- Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"LASI - Intelligent Systems Associate Laboratory, Guimar\u00e5es, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052410986"],"corresponding_institution_ids":["https://openalex.org/I60858718"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9860000014305115,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9860000014305115,"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/computer-science","display_name":"Computer science","score":0.8944931626319885},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7937372922897339},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7028801441192627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5212886333465576},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5089693069458008},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4980762004852295},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4839184880256653},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4536064565181732},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4314602017402649},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.06017884612083435},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05898204445838928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8944931626319885},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7937372922897339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7028801441192627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5212886333465576},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5089693069458008},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4980762004852295},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4839184880256653},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4536064565181732},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4314602017402649},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.06017884612083435},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05898204445838928},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-49008-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49008-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/29602","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/29602","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/29602","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/29602","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1524097605","https://openalex.org/W1968817565","https://openalex.org/W2017123832","https://openalex.org/W2025713906","https://openalex.org/W2112796928","https://openalex.org/W2160778987","https://openalex.org/W2750384547","https://openalex.org/W2764043458","https://openalex.org/W2915589364","https://openalex.org/W4380356162","https://openalex.org/W6600291067"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W2859887037"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}