{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/95324"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/95324","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"Estimation of KL divergence: optimal minimax rate","abstract":"Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2017-02-28 without embargo terms","abstract_html":"Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2017-02-28 without embargo terms","abstract_has_math":false,"creators":["Bu, Yuheng"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"M.S.","degree_level":"Thesis","degree_discipline":"Electrical & Computer Engr","degree_department":null,"school":null,"contributors":["Veeravalli, Venugopal V."],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2017,"date_issued":"2017-03-01T15:48:50Z","date_published":"2017-03-01T15:48:50Z","updated_at":"2026-07-22T22:26:37Z","subjects":["KL divergence estimation","Best polynomial approximation","Large alphabet","Functional estimation"],"languages":["en"],"rights":["Copyright 2016 Yuheng Bu"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/2142/95324","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Veeravalli, Venugopal V."]},{"key":"dc:creator","label":"Author","values":["Bu, Yuheng"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2017-03-01T15:48:50Z","2016-11-17","2016-12"]},{"key":"dc:type","label":"Dc Type","values":["text"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Electrical & Computer Engr"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["M.S."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["KL divergence estimation","Best polynomial approximation","Large alphabet","Functional estimation"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["Copyright 2016 Yuheng Bu"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/95324"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2017-02-28 without embargo terms","The student, Yuheng Bu, accepted the attached license on 2016-11-16 at 17:28.","The student, Yuheng Bu, submitted this Thesis for approval on 2016-11-16 at 18:01.","This Thesis was approved for publication on 2016-11-17 at 10:27.","DSpace SAF Submission Ingestion Package generated from Vireo submission #10259 on 2017-02-28 at 14:48:55","Made available in DSpace on 2017-03-01T15:48:50Z (GMT). No. of bitstreams: 2 BU-THESIS-2016.pdf: 670855 bytes, checksum: b13fe471551ae768cd5b060f9374652e (MD5) LICENSE.txt: 4206 bytes, checksum: f969187034b8cd51490ab77b56c287e0 (MD5) Previous issue date: 2016-11-17"]},{"key":"dc:format","label":"Dc Format","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["Estimation of KL divergence: optimal minimax rate"]}]}],"canonical_facts":{"dc:contributor":["Veeravalli, Venugopal V."],"dc:creator":["Bu, Yuheng"],"dc:date":["2017-03-01T15:48:50Z","2016-11-17","2016-12"],"dc:description":["Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2017-02-28 without embargo terms","The student, Yuheng Bu, accepted the attached license on 2016-11-16 at 17:28.","The student, Yuheng Bu, submitted this Thesis for approval on 2016-11-16 at 18:01.","This Thesis was approved for publication on 2016-11-17 at 10:27.","DSpace SAF Submission Ingestion Package generated from Vireo submission #10259 on 2017-02-28 at 14:48:55","Made available in DSpace on 2017-03-01T15:48:50Z (GMT). No. of bitstreams: 2 BU-THESIS-2016.pdf: 670855 bytes, checksum: b13fe471551ae768cd5b060f9374652e (MD5) LICENSE.txt: 4206 bytes, checksum: f969187034b8cd51490ab77b56c287e0 (MD5) Previous issue date: 2016-11-17"],"dc:format":["application/pdf"],"dc:identifier":["http://hdl.handle.net/2142/95324"],"dc:language":["en"],"dc:rights":["Copyright 2016 Yuheng Bu"],"dc:subject":["KL divergence estimation","Best polynomial approximation","Large alphabet","Functional estimation"],"dc:title":["Estimation of KL divergence: optimal minimax rate"],"dc:type":["text"],"thesis:degree_discipline":["Electrical & Computer Engr"],"thesis:degree_level":["Thesis"],"thesis:degree_name":["M.S."],"thesis:institution_name":["University of Illinois at Urbana-Champaign"]},"updated_at":"2026-07-22T22:26:37Z"}