{"id":"https://openalex.org/W4372333308","doi":"https://doi.org/10.1109/tpami.2023.3273249","title":"Earning Extra Performance From Restrictive Feedbacks","display_name":"Earning Extra Performance From Restrictive Feedbacks","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372333308","doi":"https://doi.org/10.1109/tpami.2023.3273249","pmid":"https://pubmed.ncbi.nlm.nih.gov/37145940"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3273249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3273249","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/3e72ede3-2682-4121-b118-307e30b27859/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100336792","display_name":"Jing Li","orcid":"https://orcid.org/0000-0001-7584-1240"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["AU","SG"],"is_corresponding":true,"raw_author_name":"Jing Li","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore","Australian Artificial Intelligence Institute, University of Technology Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7584-1240","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]},{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020554727","display_name":"Yuangang Pan","orcid":"https://orcid.org/0000-0002-7950-4900"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuangang Pan","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7950-4900","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015881594","display_name":"Yueming Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yueming Lyu","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8394-2121","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004970804","display_name":"Yinghua Yao","orcid":"https://orcid.org/0000-0003-3204-0739"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Yinghua Yao","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Ultimo, NSW, Australia","Guangdong Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3204-0739","affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053058502","display_name":"Yulei Sui","orcid":"https://orcid.org/0000-0002-9510-6574"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yulei Sui","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9510-6574","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ivor W. Tsang","orcid":"https://orcid.org/0000-0003-2211-8176"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ivor W. Tsang","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2211-8176","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A* A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100336792"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I115228651"],"apc_list":null,"apc_paid":null,"fwci":0.3408,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63562839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"45","issue":"10","first_page":"11753","last_page":"11765"},"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":0.9988999962806702,"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":0.9988999962806702,"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":0.9980999827384949,"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":0.9979000091552734,"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":0.7787063121795654},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.651351809501648},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6059079170227051},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.6040002703666687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4632687568664551},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43298566341400146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43084317445755005},{"id":"https://openalex.org/keywords/model-parameter","display_name":"Model parameter","score":0.42916908860206604},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3547373116016388},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09814766049385071},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08694738149642944}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787063121795654},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.651351809501648},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6059079170227051},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.6040002703666687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4632687568664551},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43298566341400146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43084317445755005},{"id":"https://openalex.org/C2983447341","wikidata":"https://www.wikidata.org/wiki/Q1413083","display_name":"Model parameter","level":2,"score":0.42916908860206604},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3547373116016388},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09814766049385071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08694738149642944},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2023.3273249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3273249","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:37145940","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37145940","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/104361","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/104361","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/3e72ede3-2682-4121-b118-307e30b27859/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 10, 11753-11765","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/104361","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/104361","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/3e72ede3-2682-4121-b118-307e30b27859/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 10, 11753-11765","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5510943983","display_name":null,"funder_award_id":"FT220100391","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8730003066","display_name":null,"funder_award_id":"C222812019","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"id":"https://openalex.org/G8875072404","display_name":null,"funder_award_id":"DP210101348","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4372333308.pdf","grobid_xml":"https://content.openalex.org/works/W4372333308.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W659523800","https://openalex.org/W1559060276","https://openalex.org/W1786513448","https://openalex.org/W1836465849","https://openalex.org/W1882958252","https://openalex.org/W1994286308","https://openalex.org/W2061873838","https://openalex.org/W2097998348","https://openalex.org/W2101210369","https://openalex.org/W2121269968","https://openalex.org/W2125330369","https://openalex.org/W2131241448","https://openalex.org/W2155027007","https://openalex.org/W2159291411","https://openalex.org/W2162651021","https://openalex.org/W2194775991","https://openalex.org/W2214409633","https://openalex.org/W2299668505","https://openalex.org/W2338548332","https://openalex.org/W2346062110","https://openalex.org/W2521114648","https://openalex.org/W2530395818","https://openalex.org/W2560647685","https://openalex.org/W2739351760","https://openalex.org/W2757528734","https://openalex.org/W2785390762","https://openalex.org/W2804815760","https://openalex.org/W2809890364","https://openalex.org/W2896457183","https://openalex.org/W2904642422","https://openalex.org/W2963026768","https://openalex.org/W2963047948","https://openalex.org/W2963361074","https://openalex.org/W2981563141","https://openalex.org/W3007384386","https://openalex.org/W3034218934","https://openalex.org/W3034408878","https://openalex.org/W3034526587","https://openalex.org/W3035600444","https://openalex.org/W3036246552","https://openalex.org/W3040572086","https://openalex.org/W3047533667","https://openalex.org/W3083705936","https://openalex.org/W3100859887","https://openalex.org/W3104033643","https://openalex.org/W3112543861","https://openalex.org/W3117088788","https://openalex.org/W3155731460","https://openalex.org/W4214717370","https://openalex.org/W4221145170","https://openalex.org/W4287711185","https://openalex.org/W4288404646","https://openalex.org/W4292779060","https://openalex.org/W4294375521","https://openalex.org/W4318619660","https://openalex.org/W4324106947","https://openalex.org/W6622131334","https://openalex.org/W6633301734","https://openalex.org/W6638667902","https://openalex.org/W6639480849","https://openalex.org/W6674385629","https://openalex.org/W6678911119","https://openalex.org/W6682262322","https://openalex.org/W6682778277","https://openalex.org/W6683204974","https://openalex.org/W6683633756","https://openalex.org/W6687400500","https://openalex.org/W6697673422","https://openalex.org/W6702989015","https://openalex.org/W6728551298","https://openalex.org/W6728757088","https://openalex.org/W6748642497","https://openalex.org/W6752089009","https://openalex.org/W6755207826","https://openalex.org/W6757376125","https://openalex.org/W6757555829","https://openalex.org/W6761833289","https://openalex.org/W6772650050","https://openalex.org/W6778883912","https://openalex.org/W6779552095","https://openalex.org/W6779977557","https://openalex.org/W6780178746","https://openalex.org/W6780666095","https://openalex.org/W6780817307","https://openalex.org/W6782723666","https://openalex.org/W6786244689","https://openalex.org/W6794172776","https://openalex.org/W6809609761"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W1986418932","https://openalex.org/W2156919374","https://openalex.org/W35446969","https://openalex.org/W1984019423","https://openalex.org/W2168273555"],"abstract_inverted_index":{"Many":[0],"machine":[1],"learning":[2],"applications":[3,269],"encounter":[4],"situations":[5],"where":[6,60,157],"model":[7,17,35,67,75,100,107,117,135,143,154,166,169,206,211],"providers":[8,68,170],"are":[9,76],"required":[10],"to":[11,20,32,45,95,109,138,144,200,210,243,278],"further":[12,234],"refine":[13],"the":[14,22,33,39,46,74,111,115,134,145,150,158,168,202,205,215,254,258,279,284],"previously":[15],"trained":[16],"so":[18],"as":[19,180,182,185],"gratify":[21],"specific":[23],"need":[24],"of":[25,57,99,114,129,133,204,260],"local":[26,124,146],"users.":[27],"This":[28],"problem":[29],"is":[30,42,50,63,137,161,233],"reduced":[31],"standard":[34],"tuning":[36,101,155,193,239],"paradigm":[37],"if":[38],"target":[40,61,159],"data":[41,62,160],"permissibly":[43],"fed":[44],"model.":[47],"However,":[48],"it":[49],"rather":[51],"difficult":[52],"in":[53,171,194],"a":[54,85,106,123,127,141,229,275],"wide":[55],"range":[56],"practical":[58],"cases":[59],"not":[64],"shared":[65],"with":[66,208,240],"but":[69],"commonly":[70],"some":[71,175],"evaluations":[72],"about":[73],"accessible.":[77],"In":[78,218],"this":[79,97,195,290],"paper,":[80],"we":[81,198],"formally":[82],"set":[83],"up":[84],"challenge":[86],"named":[87],"Earning":[88],"eXtra":[89],"PerformancE":[90],"from":[91,122,257],"restriCTive":[92],"feEDdbacks":[93],"(EXPECTED)":[94],"describe":[96],"form":[98],"problems.":[102],"Concretely,":[103],"EXPECTED":[104,172,280],"admits":[105],"provider":[108,136],"access":[110],"operational":[112],"performance":[113,207],"candidate":[116],"multiple":[118,227],"times":[119],"via":[120],"feedback":[121],"user":[125],"(or":[126],"group":[128],"users).":[130],"The":[131],"goal":[132],"eventually":[139],"deliver":[140],"satisfactory":[142],"user(s)":[147],"by":[148],"utilizing":[149],"feedbacks.":[151],"Unlike":[152],"existing":[153],"methods":[156],"always":[162],"ready":[163],"for":[164,220,286],"calculating":[165],"gradients,":[167],"only":[173],"see":[174],"feedbacks":[176],"which":[177,246,282],"could":[178],"be":[179],"simple":[181],"scalars,":[183],"such":[184],"inference":[186],"accuracy":[187],"or":[188],"usage":[189],"rate.":[190],"To":[191],"enable":[192],"restrictive":[196],"circumstance,":[197],"propose":[199],"characterize":[201],"geometry":[203],"regard":[209],"parameters":[212,224],"through":[213],"exploring":[214],"parameters'":[216],"distribution.":[217],"particular,":[219],"deep":[221],"models":[222],"whose":[223],"distribute":[225],"across":[226],"layers,":[228],"more":[230,241],"query-efficient":[231],"algorithm":[232],"tailor-designed":[235],"that":[236,271],"conducts":[237],"layerwise":[238],"attention":[242],"those":[244],"layers":[245],"pay":[247],"off":[248],"better.":[249],"Our":[250],"theoretical":[251],"analyses":[252],"justify":[253],"proposed":[255],"algorithms":[256],"aspects":[259],"both":[261],"efficacy":[262],"and":[263],"efficiency.":[264],"Extensive":[265],"experiments":[266],"on":[267],"different":[268],"demonstrate":[270],"our":[272],"work":[273],"forges":[274],"sound":[276],"solution":[277],"problem,":[281],"establishes":[283],"foundation":[285],"future":[287],"studies":[288],"towards":[289],"direction.":[291]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}