{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:33:43Z","timestamp":1781109223070,"version":"3.54.1"},"reference-count":24,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ULTRA TCS Research Chair on Intelligent Tactical Wireless Networks for Challenging Environments"},{"DOI":"10.13039\/501100000038","name":"National Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["CRDPJ 538896-19"],"award-info":[{"award-number":["CRDPJ 538896-19"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. II"],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1109\/tcsii.2021.3096805","type":"journal-article","created":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T20:29:15Z","timestamp":1626121755000},"page":"634-638","source":"Crossref","is-referenced-by-count":10,"title":["Analytical Guarantees for Hyperparameter Free RFF Based Deep Learning in the Low-Data Regime"],"prefix":"10.1109","volume":"69","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5324-5728","authenticated-orcid":false,"given":"Rangeet","family":"Mitra","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5025-6624","authenticated-orcid":false,"given":"Georges","family":"Kaddoum","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3675-4176","authenticated-orcid":false,"given":"Gwenael","family":"Poitau","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900491"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref3","volume-title":"6G white paper on machine learning in wireless communication networks","author":"Ali","year":"2020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/PBTE081E"},{"key":"ref5","volume-title":"A survey of deep learning architectures for intelligent reflecting surfaces","author":"Elbir","year":"2020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2020.3038481"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2020.3027801"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2021.3066520"},{"key":"ref9","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","author":"Finn"},{"key":"ref10","first-page":"9537","article-title":"Probabilistic model-agnostic meta-learning","volume-title":"Proc. 32nd Int. Conf. Neural Inf. Process. Syst.","author":"Finn"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.3043879"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083856"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2021.3056729"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-812976-0.00009-9"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.12.065"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.03.011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.06.007"},{"key":"ref18","first-page":"1177","article-title":"Random features for large-scale kernel machines","volume-title":"Proc. 20th Int. Conf. Neural Inf. Process. Syst.","author":"Rahimi"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2022.3164898"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3048045"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3018740"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2020.3026393"},{"key":"ref23","article-title":"Unnikrishna: Probability","volume-title":"Random Variables and Stochastic Processes","author":"Papoulis","year":"2002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-017-4036-3"}],"container-title":["IEEE Transactions on Circuits and Systems II: Express Briefs"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8920\/9695534\/09481219.pdf?arnumber=9481219","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:02:32Z","timestamp":1705014152000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9481219\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2]]},"references-count":24,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcsii.2021.3096805","relation":{},"ISSN":["1549-7747","1558-3791"],"issn-type":[{"value":"1549-7747","type":"print"},{"value":"1558-3791","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2]]}}}