{"id":"https://openalex.org/W3096106062","doi":"https://doi.org/10.1145/3417313.3429378","title":"Incremental On-Device Tiny Machine Learning","display_name":"Incremental On-Device Tiny Machine Learning","publication_year":2020,"publication_date":"2020-11-05","ids":{"openalex":"https://openalex.org/W3096106062","doi":"https://doi.org/10.1145/3417313.3429378","mag":"3096106062"},"language":"en","primary_location":{"id":"doi:10.1145/3417313.3429378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417313.3429378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things","raw_type":"proceedings-article"},"type":"conference-paper","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/A5027716492","display_name":"Simone Disabato","orcid":"https://orcid.org/0000-0001-5991-2651"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Disabato","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035547226","display_name":"Manuel Roveri","orcid":"https://orcid.org/0000-0001-7828-7687"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Roveri","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","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/T12761","display_name":"Data Stream Mining Techniques","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/T12535","display_name":"Machine Learning and Data Classification","score":0.9921000003814697,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8082185983657837},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7674089074134827},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6925219297409058},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6603907942771912},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5870572328567505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5356162786483765},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47078341245651245},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.45711541175842285},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.38518834114074707},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3759165406227112},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.2891862392425537},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10464951395988464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8082185983657837},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7674089074134827},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6925219297409058},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6603907942771912},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5870572328567505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5356162786483765},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47078341245651245},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.45711541175842285},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.38518834114074707},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3759165406227112},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2891862392425537},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10464951395988464},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3417313.3429378","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417313.3429378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1169413","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1169413","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1904826605","https://openalex.org/W1985258161","https://openalex.org/W1994410331","https://openalex.org/W2094756095","https://openalex.org/W2107686700","https://openalex.org/W2108598243","https://openalex.org/W2119821739","https://openalex.org/W2121775913","https://openalex.org/W2129723167","https://openalex.org/W2149933564","https://openalex.org/W2260498192","https://openalex.org/W2300242332","https://openalex.org/W2334805829","https://openalex.org/W2339765813","https://openalex.org/W2586654419","https://openalex.org/W2753301142","https://openalex.org/W2763068163","https://openalex.org/W2798371872","https://openalex.org/W2894994475","https://openalex.org/W2897392914","https://openalex.org/W2962677625","https://openalex.org/W2964299589","https://openalex.org/W2977584137","https://openalex.org/W3067862503","https://openalex.org/W6635474240"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Tiny":[0],"Machine":[1,14,64],"Learning":[2,15,67],"(TML)":[3],"is":[4],"a":[5],"novel":[6],"research":[7],"area":[8],"aiming":[9],"at":[10],"designing":[11],"and":[12,25,40,51,59,65],"developing":[13],"(ML)":[16],"techniques":[17],"meant":[18],"to":[19,54],"be":[20],"executed":[21],"on":[22,37],"Embedded":[23],"Systems":[24],"Internet-of-Things":[26],"(IoT)":[27],"units.":[28],"Such":[29],"techniques,":[30],"which":[31],"take":[32],"into":[33],"account":[34],"the":[35,43,56,60],"constraints":[36],"computation,":[38],"memory,":[39],"energy":[41],"characterizing":[42],"hardware":[44],"platform":[45],"they":[46],"operate":[47],"on,":[48],"exploit":[49],"approximation":[50],"pruning":[52],"mechanisms":[53],"reduce":[55],"computational":[57],"load":[58],"memory":[61],"demand":[62],"of":[63],"Deep":[66],"(DL)":[68],"algorithms.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
