{"id":"https://openalex.org/W2038420726","doi":"https://doi.org/10.1007/s13218-013-0283-y","title":"Regularization-Based Multitask Learning With Applications to Genome Biology and Biological Imaging","display_name":"Regularization-Based Multitask Learning With Applications to Genome Biology and Biological Imaging","publication_year":2014,"publication_date":"2014-01-08","ids":{"openalex":"https://openalex.org/W2038420726","doi":"https://doi.org/10.1007/s13218-013-0283-y","mag":"2038420726"},"language":"en","primary_location":{"id":"doi:10.1007/s13218-013-0283-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13218-013-0283-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-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/A5048359140","display_name":"Christian Widmer","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"Christian Widmer","raw_affiliation_strings":["Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","Machine Learning Group, Technische Universit\u00e4t Berlin, Marchstr. 23, 10587, Berlin, Germany","Memorial Sloan-Kettering Cancer Center","Technische Universit\u00e4t Berlin"],"affiliations":[{"raw_affiliation_string":"Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Machine Learning Group, Technische Universit\u00e4t Berlin, Marchstr. 23, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Memorial Sloan-Kettering Cancer Center","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091841504","display_name":"Marius Kloft","orcid":"https://orcid.org/0000-0001-6829-3725"},"institutions":[{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marius Kloft","raw_affiliation_strings":["Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","Courant Institute of Mathematical Sciences, 251 Mercer St, New York, NY, 10012, USA","Memorial Sloan-Kettering Cancer Center","Courant Institute of Mathematical Sciences"],"affiliations":[{"raw_affiliation_string":"Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, 251 Mercer St, New York, NY, 10012, USA","institution_ids":["https://openalex.org/I36672615"]},{"raw_affiliation_string":"Memorial Sloan-Kettering Cancer Center","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Courant Institute of Mathematical Sciences","institution_ids":["https://openalex.org/I36672615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038369604","display_name":"Xinghua Lou","orcid":"https://orcid.org/0009-0005-2384-2897"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinghua Lou","raw_affiliation_strings":["Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","Memorial Sloan- Kettering Cancer Center"],"affiliations":[{"raw_affiliation_string":"Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Memorial Sloan- Kettering Cancer Center","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035416263","display_name":"Gunnar R\u00e4tsch","orcid":"https://orcid.org/0000-0001-5486-8532"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gunnar R\u00e4tsch","raw_affiliation_strings":["Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","Memorial Sloan- Kettering Cancer Center"],"affiliations":[{"raw_affiliation_string":"Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Memorial Sloan- Kettering Cancer Center","institution_ids":["https://openalex.org/I1334819555"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048359140"],"corresponding_institution_ids":["https://openalex.org/I1334819555","https://openalex.org/I4577782"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.8479,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81193493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"1","first_page":"29","last_page":"33"},"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":0.9993000030517578,"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":0.9993000030517578,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9897000193595886,"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/T12676","display_name":"Machine Learning and ELM","score":0.9890999794006348,"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/sketch","display_name":"Sketch","score":0.7205380201339722},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.7096773982048035},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.62247633934021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6164103150367737},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.544431209564209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5373916029930115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4642757773399353},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.17929130792617798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1170174777507782},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07253038883209229},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06892028450965881}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.7205380201339722},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.7096773982048035},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.62247633934021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6164103150367737},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.544431209564209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5373916029930115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4642757773399353},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.17929130792617798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1170174777507782},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07253038883209229},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06892028450965881},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13218-013-0283-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13218-013-0283-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1497143081","https://openalex.org/W1614862348","https://openalex.org/W2008075225","https://openalex.org/W2029538739","https://openalex.org/W2087347434","https://openalex.org/W2088577020","https://openalex.org/W2100549317","https://openalex.org/W2105842272","https://openalex.org/W2107108030","https://openalex.org/W2109784859","https://openalex.org/W2111561248","https://openalex.org/W2119595900","https://openalex.org/W2119821739","https://openalex.org/W2120354757","https://openalex.org/W2126151240","https://openalex.org/W2129416674","https://openalex.org/W2143104527","https://openalex.org/W2144752499","https://openalex.org/W2165698076","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W2964121793","https://openalex.org/W3209042722","https://openalex.org/W4238284510","https://openalex.org/W6600195515"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4319309271","https://openalex.org/W2051141471","https://openalex.org/W3200361725","https://openalex.org/W4366320140","https://openalex.org/W3193517282","https://openalex.org/W2784094750","https://openalex.org/W4285160008","https://openalex.org/W1812322370","https://openalex.org/W2597787948"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}