{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T13:46:37Z","timestamp":1761745597378,"version":"3.37.3"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,17]],"date-time":"2021-10-17T00:00:00Z","timestamp":1634428800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,17]],"date-time":"2021-10-17T00:00:00Z","timestamp":1634428800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,17]],"date-time":"2021-10-17T00:00:00Z","timestamp":1634428800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001321","name":"National Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,17]]},"DOI":"10.1109\/itw48936.2021.9611397","type":"proceedings-article","created":{"date-parts":[[2021,11,23]],"date-time":"2021-11-23T21:46:27Z","timestamp":1637703987000},"page":"1-6","source":"Crossref","is-referenced-by-count":6,"title":["Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors"],"prefix":"10.1109","author":[{"given":"Zhaoqiang","family":"Liu","sequence":"first","affiliation":[]},{"given":"Subhroshekhar","family":"Ghosh","sequence":"additional","affiliation":[]},{"given":"Jonathan","family":"Scarlett","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2207945"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ITW48936.2021.9611397"},{"article-title":"Non-Gaussian hyperplane tessellations and robust one-bit compressed sensing","year":"2018","author":"dirksen","key":"ref33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iax004"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iaz021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2527637"},{"key":"ref37","article-title":"The generalized Lasso with nonlinear observations and generative priors","volume":"33","author":"liu","year":"2020","journal-title":"Conf Neur Inf Proc Sys (NeurIPS)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-017-9964-x"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953380"},{"key":"ref34","first-page":"2162","article-title":"Binary embedding: Fundamental limits and fast algorithm","author":"yi","year":"2015","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2215837"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfa.2010.11.014"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2012.08.010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2606605"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2020.2980676"},{"key":"ref14","first-page":"5101","article-title":"On the power of compressed sensing with generative models","author":"kamath","year":"2020","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495766"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2008.4558487"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2010.5513510"},{"key":"ref18","first-page":"739","article-title":"Towards a lower sample complexity for robust one-bit compressed sensing","author":"zhu","year":"2015","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref19","first-page":"820","article-title":"Efficient algorithms for robust one-bit compressive sensing","author":"zhang","year":"2014","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"article-title":"Robust one-bit compressed sensing with partial circulant matrices","year":"2018","author":"dirksen","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2016018"},{"key":"ref27","article-title":"One-bit compressed sensing with partial Gaussian circulant matrices","author":"dirksen","year":"2017","journal-title":"Inf Inference"},{"key":"ref3","first-page":"537","article-title":"Compressed sensing using generative models","author":"bora","year":"2017","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iau005"},{"key":"ref29","first-page":"61","article-title":"Flavors of compressive sensing","author":"foucart","year":"2016","journal-title":"Int Conf Approx Theory (ICAT)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2274513"},{"key":"ref8","article-title":"Robust compressed sensing using generative models","volume":"33","author":"jalal","year":"2020","journal-title":"Conf Neur Inf Proc Sys (NeurIPS)"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"1370","DOI":"10.1109\/TSP.2016.2634550","article-title":"A sharp condition for exact support recovery with orthogonal matching pursuit","volume":"65","author":"wen","year":"2016","journal-title":"IEEE Trans Sig Proc"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1017\/9781108627771"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2032816"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-8176-4948-7"},{"key":"ref20","first-page":"154","article-title":"One-bit compressed sensing: Provable support and vector recovery","author":"gopi","year":"2013","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref22","first-page":"7857","article-title":"Robust one-bit recovery via ReLU generative networks: Improved statistical rates and global landscape analysis","author":"qiu","year":"2020","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"key":"ref21","first-page":"6216","article-title":"Sample complexity bounds for 1-bit compressive sensing and binary stable embeddings with generative priors","author":"liu","year":"2020","journal-title":"Proc Int Conf Machine Learn (ICML)"},{"journal-title":"Introduction to the Non-Asymptotic Analysis of Random Matrices","year":"2010","author":"vershynin","key":"ref42"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/08072975X"},{"key":"ref41","first-page":"1","article-title":"Compressive sensing and structured random matrices","volume":"9","author":"rauhut","year":"2010","journal-title":"Theoretical Foundations and Numerical Methods for Sparse Recovery"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2013.04.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1561\/9781933019680"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177693335"},{"key":"ref25","first-page":"5507","article-title":"On binary embedding using circulant matrices","volume":"18","author":"yu","year":"2017","journal-title":"J Mach Learn Res"}],"event":{"name":"2021 IEEE Information Theory Workshop (ITW)","start":{"date-parts":[[2021,10,17]]},"location":"Kanazawa, Japan","end":{"date-parts":[[2021,10,21]]}},"container-title":["2021 IEEE Information Theory Workshop (ITW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9611366\/9611357\/09611397.pdf?arnumber=9611397","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:52:05Z","timestamp":1652201525000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9611397\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,17]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/itw48936.2021.9611397","relation":{},"subject":[],"published":{"date-parts":[[2021,10,17]]}}}