{"id":"https://openalex.org/W3197525246","doi":"https://doi.org/10.1109/isit45174.2021.9517875","title":"On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources","display_name":"On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3197525246","doi":"https://doi.org/10.1109/isit45174.2021.9517875","mag":"3197525246"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9517875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-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/A5101418477","display_name":"Yonglong Li","orcid":"https://orcid.org/0000-0001-8211-421X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yonglong Li","raw_affiliation_strings":["National University of Singapore,Department of Electrical and Computer Engineering","Department of Mathematics, National University of Singapore","Department of Electrical and Computer Engineering, National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Mathematics, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058345431","display_name":"Vincent Y. F. Tan","orcid":"https://orcid.org/0000-0002-5008-4527"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vincent Y. F. Tan","raw_affiliation_strings":["National University of Singapore,Department of Mathematics","Department of Mathematics, National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore,Department of Mathematics","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Mathematics, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101418477"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09371169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2756","last_page":"2761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9908999800682068,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/ergodic-theory","display_name":"Ergodic theory","score":0.9161321520805359},{"id":"https://openalex.org/keywords/stationary-ergodic-process","display_name":"Stationary ergodic process","score":0.7567582130432129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7180259227752686},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.527618408203125},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.5112497806549072},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.49617800116539},{"id":"https://openalex.org/keywords/forward-rate","display_name":"Forward rate","score":0.48787856101989746},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4335401654243469},{"id":"https://openalex.org/keywords/rate\u2013distortion-theory","display_name":"Rate\u2013distortion theory","score":0.43290606141090393},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34497469663619995},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.3183146119117737},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.23063874244689941},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18880465626716614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15895244479179382},{"id":"https://openalex.org/keywords/invariant-measure","display_name":"Invariant measure","score":0.15247365832328796},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.13147762417793274},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11687418818473816},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07451054453849792}],"concepts":[{"id":"https://openalex.org/C122044880","wikidata":"https://www.wikidata.org/wiki/Q5498822","display_name":"Ergodic theory","level":2,"score":0.9161321520805359},{"id":"https://openalex.org/C151424130","wikidata":"https://www.wikidata.org/wiki/Q17123911","display_name":"Stationary ergodic process","level":4,"score":0.7567582130432129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7180259227752686},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.527618408203125},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.5112497806549072},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.49617800116539},{"id":"https://openalex.org/C128263813","wikidata":"https://www.wikidata.org/wiki/Q6588953","display_name":"Forward rate","level":3,"score":0.48787856101989746},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4335401654243469},{"id":"https://openalex.org/C64185310","wikidata":"https://www.wikidata.org/wiki/Q843483","display_name":"Rate\u2013distortion theory","level":3,"score":0.43290606141090393},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34497469663619995},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.3183146119117737},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.23063874244689941},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18880465626716614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15895244479179382},{"id":"https://openalex.org/C115667082","wikidata":"https://www.wikidata.org/wiki/Q4200518","display_name":"Invariant measure","level":3,"score":0.15247365832328796},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.13147762417793274},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11687418818473816},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07451054453849792},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit45174.2021.9517875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5299999713897705,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G4456762200","display_name":null,"funder_award_id":"R-263-000-D02-281","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W31921109","https://openalex.org/W1496462336","https://openalex.org/W1965812785","https://openalex.org/W1967203244","https://openalex.org/W1987043386","https://openalex.org/W1989008275","https://openalex.org/W1995875735","https://openalex.org/W2114715837","https://openalex.org/W2116833113","https://openalex.org/W2134392502","https://openalex.org/W2140850230","https://openalex.org/W2142901448","https://openalex.org/W2149554817","https://openalex.org/W3112599309","https://openalex.org/W4211192810","https://openalex.org/W4300840296"],"related_works":["https://openalex.org/W4292101436","https://openalex.org/W2341040961","https://openalex.org/W1043977585","https://openalex.org/W4249362165","https://openalex.org/W2616954029","https://openalex.org/W4250397825","https://openalex.org/W4249115484","https://openalex.org/W2040159604","https://openalex.org/W4239611712","https://openalex.org/W1190143688"],"abstract_inverted_index":{"In":[0,52],"this":[1],"work":[2],"we":[3,33,54],"show":[4],"that":[5,35],"for":[6,22,39,68,74],"a":[7,31,65],"stationary":[8,13,80],"and":[9,14,47,81],"ergodic":[10,15,82],"source":[11,25],"<tex>$X$</tex>,":[12],"test":[16],"channels":[17],"achieve":[18],"the":[19,23,36,40,60,69,75],"rate-distortion":[20,42,61],"function":[21,43,62],"lossy":[24],"coding":[26],"problem":[27],"with":[28],"feed-forward.":[29],"As":[30],"by-product,":[32],"prove":[34],"upper":[37,57],"bound":[38,58],"feed-forward":[41],"derived":[44],"by":[45,63],"Venkataramanan":[46],"Pradhan":[48],"(2007)":[49],"is":[50],"tight.":[51],"addition,":[53],"derive":[55],"an":[56],"on":[59],"proving":[64],"Shannon-McMillan-Breiman":[66],"theorem":[67],"causally":[70],"conditional":[71],"entropy":[72],"rate":[73],"class":[76],"of":[77],"asymptotic":[78],"mean":[79],"processes.":[83]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}