{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T06:32:29Z","timestamp":1725604349053},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T00:00:00Z","timestamp":1654646400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T00:00:00Z","timestamp":1654646400000},"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":[[2022,6,8]]},"DOI":"10.23919\/acc53348.2022.9867592","type":"proceedings-article","created":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T16:24:10Z","timestamp":1662395050000},"page":"2810-2816","source":"Crossref","is-referenced-by-count":0,"title":["Machine-Learning-based Predictive Control of Nonlinear Processes with Uncertainty"],"prefix":"10.23919","author":[{"given":"Zhe","family":"Wu","sequence":"first","affiliation":[{"name":"National University of Singapore,Department of Chemical and Biomolecular Engineering,Singapore,117585"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aisha","family":"Alnajdi","sequence":"additional","affiliation":[{"name":"University of California,The Department of Electrical and Computer Engineering,Los Angeles,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Quanquan","family":"Gu","sequence":"additional","affiliation":[{"name":"University of California,The Department of Electrical and Computer Engineering,Los Angeles,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis D.","family":"Christofides","sequence":"additional","affiliation":[{"name":"University of California,Department of Chemical and Biomolecular Engineering and the Department of Electrical and Computer Engineering,Los Angeles,CA,USA,90095-1592"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"447","author":"reid","year":"2010","journal-title":"Generalization Bounds"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.3390\/math9161912"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1002\/aic.16729"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1002\/aic.16734"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1002\/aic.16167"},{"key":"ref15","article-title":"An improved analysis of training over-parameterized deep neural networks","author":"zou","year":"2019","journal-title":"arXiv preprint arXiv 1906 09003"},{"key":"ref4","article-title":"Learning recurrent neural net models of nonlinear systems","author":"hanson","year":"2020","journal-title":"arXiv preprint arXiv 2011 00177"},{"key":"ref3","first-page":"297","article-title":"Size-independent sample complexity of neural networks","author":"golowich","year":"2018","journal-title":"Conference on Learning Theory"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1016\/j.automatica.2012.06.033"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1016\/j.ifacol.2017.08.1050"},{"key":"ref8","article-title":"Neural lyapunov model predictive control","author":"mittal","year":"2020","journal-title":"arXiv preprint arXiv 2002 10381"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1007\/978-3-319-46379-7_1"},{"key":"ref2","article-title":"On generalization bounds of a family of recurrent neural networks","author":"chen","year":"2019","journal-title":"arXiv preprint arXiv 1910 12731"},{"key":"ref1","article-title":"Generalization bounds of stochastic gradient descent for wide and deep neural networks","author":"cao","year":"2019","journal-title":"arXiv preprint arXiv 1905 13210"},{"year":"2018","author":"mohri","journal-title":"Foundations of Machine Learning","key":"ref9"}],"event":{"name":"2022 American Control Conference (ACC)","start":{"date-parts":[[2022,6,8]]},"location":"Atlanta, GA, USA","end":{"date-parts":[[2022,6,10]]}},"container-title":["2022 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9866948\/9867142\/09867592.pdf?arnumber=9867592","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,3]],"date-time":"2022-10-03T16:39:40Z","timestamp":1664815180000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9867592\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,8]]},"references-count":15,"URL":"https:\/\/doi.org\/10.23919\/acc53348.2022.9867592","relation":{},"subject":[],"published":{"date-parts":[[2022,6,8]]}}}