{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T04:36:19Z","timestamp":1729658179486,"version":"3.28.0"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,14]],"date-time":"2021-12-14T00:00:00Z","timestamp":1639440000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,14]],"date-time":"2021-12-14T00:00:00Z","timestamp":1639440000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,14]]},"DOI":"10.1109\/cdc45484.2021.9682808","type":"proceedings-article","created":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T20:50:18Z","timestamp":1643748618000},"page":"6626-6633","source":"Crossref","is-referenced-by-count":2,"title":["PAC-Bayesian theory for stochastic LTI systems"],"prefix":"10.1109","author":[{"given":"Deividas","family":"Eringis","sequence":"first","affiliation":[{"name":"Aalborg University,Dept. of Electronic Systems,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Leth","sequence":"additional","affiliation":[{"name":"Aalborg University,Dept. of Electronic Systems,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng-Hua","family":"Tan","sequence":"additional","affiliation":[{"name":"Aalborg University,Dept. of Electronic Systems,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafal","family":"Wisniewski","sequence":"additional","affiliation":[{"name":"Aalborg University,Dept. of Electronic Systems,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alireza Fakhrizadeh","family":"Esfahani","sequence":"additional","affiliation":[{"name":"Laboratoire Signal et Automatique de Lille (CRIStAL),Lille,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mihaly","family":"Petreczky","sequence":"additional","affiliation":[{"name":"Laboratoire Signal et Automatique de Lille (CRIStAL),Lille,France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"The safe Bayesian - learning the learning rate via the mixability gap","author":"gr\u00fcnwald","year":"2012","journal-title":"ALT"},{"article-title":"A Primer on PAC-Bayesian Learning","year":"2019","author":"guedj","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972191"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-158-X"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-56402-5"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-45750-4","author":"lindquist","year":"2015","journal-title":"Linear Stochastic Systems A Geometric Approach to Modeling Estimation and Identification"},{"journal-title":"System Identification Theory for the User","year":"1999","author":"ljung","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007618624809"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45167-9_16"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2019.8814438"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-2971-5"},{"key":"ref3","article-title":"Tighter PAC-Bayes bounds","author":"ambroladze","year":"2006","journal-title":"NIPS"},{"key":"ref6","article-title":"Computing nonvacuous generalization bounds for deep (stochastic) neural networks with many more parameters than training data","author":"dziugaite","year":"2017","journal-title":"UAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2002.800750"},{"key":"ref8","first-page":"1876","article-title":"Pac-bayesian theory meets bayesian inference","author":"germain","year":"2016","journal-title":"NIPS"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CDC45484.2021.9682808"},{"key":"ref2","first-page":"1","article-title":"On the properties of variational approximations of Gibbs posteriors","volume":"17","author":"alquier","year":"2016","journal-title":"JMLR"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2478\/demo-2013-0004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100711"},{"key":"ref20","first-page":"26:1","article-title":"Finite time LTI system identification","volume":"22","author":"sarkar","year":"2021","journal-title":"J Mach Learn Res"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107298019"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.864439"},{"key":"ref23","article-title":"System theory and system identification of compartmental systems","author":"van den hof","year":"1996","journal-title":"PhD thesis University of Groningen"}],"event":{"name":"2021 60th IEEE Conference on Decision and Control (CDC)","start":{"date-parts":[[2021,12,14]]},"location":"Austin, TX, USA","end":{"date-parts":[[2021,12,17]]}},"container-title":["2021 60th IEEE Conference on Decision and Control (CDC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9682670\/9682776\/09682808.pdf?arnumber=9682808","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,17]],"date-time":"2024-09-17T19:06:12Z","timestamp":1726599972000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9682808\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,14]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/cdc45484.2021.9682808","relation":{},"subject":[],"published":{"date-parts":[[2021,12,14]]}}}