{"id":"https://openalex.org/W4409653226","doi":"https://doi.org/10.1007/978-3-031-85181-0_22","title":"Analytical Uncertainty-Based Loss Weighting in\u00a0Multi-task Learning","display_name":"Analytical Uncertainty-Based Loss Weighting in\u00a0Multi-task Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409653226","doi":"https://doi.org/10.1007/978-3-031-85181-0_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-85181-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-85181-0_22","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":"book-chapter","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/A5093234959","display_name":"Lukas Kirchdorfer","orcid":null},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]},{"id":"https://openalex.org/I4210156055","display_name":"Robert Bosch (Netherlands)","ror":"https://ror.org/057aydj06","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210156055","https://openalex.org/I889804353"]}],"countries":["DE","NL"],"is_corresponding":true,"raw_author_name":"Lukas Kirchdorfer","raw_affiliation_strings":["Center for AI, Robert Bosch, Renningen, Germany","University of Mannheim, Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI, Robert Bosch, Renningen, Germany","institution_ids":["https://openalex.org/I4210156055"]},{"raw_affiliation_string":"University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067016573","display_name":"Cathrin Elich","orcid":"https://orcid.org/0000-0002-3269-6976"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]},{"id":"https://openalex.org/I4210156055","display_name":"Robert Bosch (Netherlands)","ror":"https://ror.org/057aydj06","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210156055","https://openalex.org/I889804353"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Cathrin Elich","raw_affiliation_strings":["Center for AI, Robert Bosch, Renningen, Germany","MPI for Intelligent Systems, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI, Robert Bosch, Renningen, Germany","institution_ids":["https://openalex.org/I4210156055"]},{"raw_affiliation_string":"MPI for Intelligent Systems, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115754126","display_name":"Simon Kutsche","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156055","display_name":"Robert Bosch (Netherlands)","ror":"https://ror.org/057aydj06","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210156055","https://openalex.org/I889804353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Simon Kutsche","raw_affiliation_strings":["Center for AI, Robert Bosch, Renningen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI, Robert Bosch, Renningen, Germany","institution_ids":["https://openalex.org/I4210156055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050425933","display_name":"Heiner Stuckenschmidt","orcid":"https://orcid.org/0000-0002-0209-3859"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiner Stuckenschmidt","raw_affiliation_strings":["University of Mannheim, Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011891980","display_name":"Lukas Schott","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156055","display_name":"Robert Bosch (Netherlands)","ror":"https://ror.org/057aydj06","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210156055","https://openalex.org/I889804353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lukas Schott","raw_affiliation_strings":["Center for AI, Robert Bosch, Renningen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI, Robert Bosch, Renningen, Germany","institution_ids":["https://openalex.org/I4210156055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063311443","display_name":"Jan M. K\u00f6hler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156055","display_name":"Robert Bosch (Netherlands)","ror":"https://ror.org/057aydj06","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210156055","https://openalex.org/I889804353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan M. K\u00f6hler","raw_affiliation_strings":["Center for AI, Robert Bosch, Renningen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for AI, Robert Bosch, Renningen, Germany","institution_ids":["https://openalex.org/I4210156055"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093234959"],"corresponding_institution_ids":["https://openalex.org/I177802217","https://openalex.org/I4210156055"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":19.0872,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99249224,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"344","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9940000176429749,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9940000176429749,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9914000034332275,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9909999966621399,"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":0.8463517427444458},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7815113067626953},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6358575224876404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5192646980285645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3912964463233948},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.04960078001022339}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8463517427444458},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7815113067626953},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6358575224876404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5192646980285645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3912964463233948},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.04960078001022339},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-85181-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-85181-0_22","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1834627138","https://openalex.org/W2251324968","https://openalex.org/W2340897893","https://openalex.org/W2798441115","https://openalex.org/W2895387432","https://openalex.org/W2913340405","https://openalex.org/W2962864421","https://openalex.org/W2963430933","https://openalex.org/W2963677766","https://openalex.org/W2963877604","https://openalex.org/W2963881378","https://openalex.org/W2964089273","https://openalex.org/W2964309882","https://openalex.org/W3012833893","https://openalex.org/W3085046840","https://openalex.org/W3093298238","https://openalex.org/W3143320354","https://openalex.org/W3209925794","https://openalex.org/W4285288413","https://openalex.org/W4323057890","https://openalex.org/W4382318972","https://openalex.org/W4386075489","https://openalex.org/W6600731417","https://openalex.org/W6790935598","https://openalex.org/W6811282592"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
