{"id":"https://openalex.org/W14789944","doi":"https://doi.org/10.1007/978-3-662-44845-8_7","title":"Gaussian Process Multi-task Learning Using Joint Feature Selection","display_name":"Gaussian Process Multi-task Learning Using Joint Feature Selection","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W14789944","doi":"https://doi.org/10.1007/978-3-662-44845-8_7","mag":"14789944"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-44845-8_7","doi":"https://doi.org/10.1007/978-3-662-44845-8_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44845-8_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-662-44845-8_7.pdf","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W2475730566","display_name":"Machine Learning and Knowledge Discovery in Databases"},"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-662-44845-8_7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040632547","display_name":"P. K. Srijith","orcid":"https://orcid.org/0000-0002-2820-0835","observed_orcids":["https://orcid.org/0000-0002-2820-0835"]},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. K. Srijith","raw_affiliation_strings":["Computer Science and Automation, Indian Institute of Science, India","Computer Science and Automation, Indian Institute of Science, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Automation, Indian Institute of Science, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Computer Science and Automation, Indian Institute of Science, India#TAB#","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026126465","display_name":"Shirish Shevade","orcid":"https://orcid.org/0009-0009-7202-6860","observed_orcids":["https://orcid.org/0009-0009-7202-6860"]},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shirish Shevade","raw_affiliation_strings":["Computer Science and Automation, Indian Institute of Science, India","Computer Science and Automation, Indian Institute of Science, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Automation, Indian Institute of Science, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Computer Science and Automation, Indian Institute of Science, India#TAB#","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.581,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.60626525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9937000274658203,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9937000274658203,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0008999999845400453,"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":0.0006000000284984708,"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/multi-task-learning","display_name":"multi-task learning","score":0.9739999771118164},{"id":"https://openalex.org/keywords/gaussian-processes","display_name":"Gaussian processes","score":0.7620000243186951},{"id":"https://openalex.org/keywords/hierarchical-models","display_name":"hierarchical models","score":0.7239999771118164},{"id":"https://openalex.org/keywords/block-coordinate-descent","display_name":"block coordinate descent","score":0.8489999771118164},{"id":"https://openalex.org/keywords/hyperparameter-estimation","display_name":"hyperparameter estimation","score":0.6909999847412109},{"id":"https://openalex.org/keywords/generalization-performance","display_name":"generalization performance","score":0.7279999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146303653717041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6968592405319214},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6085159182548523},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5928673148155212},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5180473327636719},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5092989206314087},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5057492256164551},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5020973682403564},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.466695100069046},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.4646126329898834},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.46454381942749023},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4379059076309204},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4215667247772217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15504220128059387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-44845-8_7","doi":"https://doi.org/10.1007/978-3-662-44845-8_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44845-8_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-662-44845-8_7.pdf","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":{"id":"doi:10.1007/978-3-662-44845-8_7","doi":"https://doi.org/10.1007/978-3-662-44845-8_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44845-8_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-662-44845-8_7.pdf","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W14789944.pdf","grobid_xml":"https://content.openalex.org/works/W14789944.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W123755266","https://openalex.org/W1497675750","https://openalex.org/W1502922572","https://openalex.org/W1557069654","https://openalex.org/W1746819321","https://openalex.org/W1871180460","https://openalex.org/W1999894343","https://openalex.org/W2030290736","https://openalex.org/W2065180801","https://openalex.org/W2093545205","https://openalex.org/W2105180523","https://openalex.org/W2116650673","https://openalex.org/W2119595900","https://openalex.org/W2121959576","https://openalex.org/W2130903752","https://openalex.org/W2131479143","https://openalex.org/W2135046866","https://openalex.org/W2137123230","https://openalex.org/W2138228305","https://openalex.org/W2144752499","https://openalex.org/W2148522164","https://openalex.org/W2155676512","https://openalex.org/W2159514083","https://openalex.org/W2163386439","https://openalex.org/W2167277498","https://openalex.org/W2913340405","https://openalex.org/W2952139899","https://openalex.org/W4211049957","https://openalex.org/W4255024239","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2755934187","https://openalex.org/W2119595900","https://openalex.org/W2947848606","https://openalex.org/W4317705190","https://openalex.org/W785831587","https://openalex.org/W66986313","https://openalex.org/W2759992468","https://openalex.org/W7026066580","https://openalex.org/W2105869342","https://openalex.org/W4287762446"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}