{"id":"https://openalex.org/W4372348597","doi":"https://doi.org/10.1109/icassp49357.2023.10096619","title":"Adaptive Simulated Annealing Through Alternating R\u00e9nyi Divergence Minimization","display_name":"Adaptive Simulated Annealing Through Alternating R\u00e9nyi Divergence Minimization","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372348597","doi":"https://doi.org/10.1109/icassp49357.2023.10096619"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10096619","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04094489/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085457077","display_name":"Thomas Guilmeau","orcid":"https://orcid.org/0000-0002-8484-6550"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Thomas Guilmeau","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CentraleSup&#x00E9;lec, Inria,CVN,Gif-sur-Yvette,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CentraleSup&#x00E9;lec, Inria,CVN,Gif-sur-Yvette,France","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062777204","display_name":"\u00c9milie Chouzenoux","orcid":"https://orcid.org/0000-0003-3631-6093"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilie Chouzenoux","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CentraleSup&#x00E9;lec, Inria,CVN,Gif-sur-Yvette,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CentraleSup&#x00E9;lec, Inria,CVN,Gif-sur-Yvette,France","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085691944","display_name":"V\u0301\u0131ctor Elvira","orcid":"https://orcid.org/0000-0002-8967-4866"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"V\u00edctor Elvira","raw_affiliation_strings":["University of Edinburgh,School of Mathematics,United Kingdom","School of Mathematics - University of Edinburgh (University of Edinburgh Edinburgh EH9 3JZ, UK - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh,School of Mathematics,United Kingdom","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"School of Mathematics - University of Edinburgh (University of Edinburgh Edinburgh EH9 3JZ, UK - United Kingdom)","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085457077"],"corresponding_institution_ids":["https://openalex.org/I4210107720"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05802339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.7326906323432922},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.6902602314949036},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5941923260688782},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5860884189605713},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5293322801589966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5102443695068359},{"id":"https://openalex.org/keywords/boltzmann-constant","display_name":"Boltzmann constant","score":0.5073718428611755},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.49525752663612366},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.47129809856414795},{"id":"https://openalex.org/keywords/adaptive-simulated-annealing","display_name":"Adaptive simulated annealing","score":0.4692632555961609},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.46800652146339417},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46528831124305725},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4219492971897125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4210261106491089},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3646688461303711},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3531523644924164},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23267841339111328},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2077661156654358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15992465615272522}],"concepts":[{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7326906323432922},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.6902602314949036},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5941923260688782},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5860884189605713},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5293322801589966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5102443695068359},{"id":"https://openalex.org/C35304006","wikidata":"https://www.wikidata.org/wiki/Q5962","display_name":"Boltzmann constant","level":2,"score":0.5073718428611755},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.49525752663612366},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.47129809856414795},{"id":"https://openalex.org/C46714192","wikidata":"https://www.wikidata.org/wiki/Q4680763","display_name":"Adaptive simulated annealing","level":3,"score":0.4692632555961609},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.46800652146339417},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46528831124305725},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4219492971897125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4210261106491089},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3646688461303711},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3531523644924164},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23267841339111328},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2077661156654358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15992465615272522},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49357.2023.10096619","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04094489v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04094489","pdf_url":"https://inria.hal.science/hal-04094489/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Gr\u00e8ce), Greece. &#x27E8;10.1109/ICASSP49357.2023.10096619&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04094489v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04094489","pdf_url":"https://inria.hal.science/hal-04094489/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Gr\u00e8ce), Greece. &#x27E8;10.1109/ICASSP49357.2023.10096619&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4372348597.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1971945429","https://openalex.org/W2002409557","https://openalex.org/W2026653933","https://openalex.org/W2045992064","https://openalex.org/W2056674749","https://openalex.org/W2078918649","https://openalex.org/W2087003045","https://openalex.org/W2092898962","https://openalex.org/W2127792782","https://openalex.org/W2142027531","https://openalex.org/W2160960847","https://openalex.org/W2162112538","https://openalex.org/W2188004715","https://openalex.org/W2471767483","https://openalex.org/W2735102987","https://openalex.org/W2800693632","https://openalex.org/W3007384386","https://openalex.org/W3121629944","https://openalex.org/W3170429821","https://openalex.org/W3204854592","https://openalex.org/W4205433696","https://openalex.org/W4225276687","https://openalex.org/W4231019034","https://openalex.org/W4234776850","https://openalex.org/W4294562888","https://openalex.org/W6678848771","https://openalex.org/W6684578138","https://openalex.org/W6687237085"],"related_works":["https://openalex.org/W4234744498","https://openalex.org/W2077092686","https://openalex.org/W2261837478","https://openalex.org/W2028660548","https://openalex.org/W2133316674","https://openalex.org/W3007136692","https://openalex.org/W2560572760","https://openalex.org/W2179571827","https://openalex.org/W4387929093","https://openalex.org/W1967687468"],"abstract_inverted_index":{"Simulated":[0],"annealing":[1,73],"is":[2,32,55,91],"a":[3,17,24,35,63,70,103],"popular":[4],"approach":[5,90],"to":[6,21,59],"solve":[7],"nonconvex":[8],"and":[9,61,94],"black-box":[10],"optimization":[11],"problems.":[12],"It":[13],"consists":[14],"in":[15],"running":[16],"non-homogeneous":[18],"Markov":[19],"chain":[20],"sample":[22],"from":[23,82],"sequence":[25,31],"of":[26,42,45,85,112],"Boltzmann":[27,47,87],"probability":[28],"distributions.":[29,88],"This":[30],"controlled":[33],"by":[34],"cooling":[36,65,77],"schedule,":[37,78],"which":[38,79],"governs":[39],"the":[40,43,46,50,86,110,113],"concentration":[41],"mass":[44],"distributions":[48],"around":[49],"global":[51],"minimizers.":[52],"However,":[53],"convergence":[54],"often":[56],"slow,":[57],"difficult":[58],"assess,":[60],"requires":[62],"fixed":[64],"schedule.":[66],"We":[67],"propose":[68],"here":[69],"new":[71],"simulated":[72],"algorithm":[74],"with":[75],"adaptive":[76],"draws":[80],"samples":[81],"variational":[83],"approximations":[84],"Our":[89],"theoretically":[92],"sound":[93],"relies":[95],"on":[96],"an":[97],"alternating":[98],"Bregman":[99],"proximal-gradient":[100],"scheme":[101],"minimizing":[102],"regularized":[104],"R\u00e9nyi":[105],"divergence.":[106],"Numerical":[107],"experiments":[108],"illustrate":[109],"performance":[111],"method.":[114]},"counts_by_year":[],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
