{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T05:07:43Z","timestamp":1769317663985,"version":"3.49.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100018859","name":"Tamkeen","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100018859","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,16]]},"DOI":"10.1109\/icrc64395.2024.10937003","type":"proceedings-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T03:23:48Z","timestamp":1743132228000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms"],"prefix":"10.1109","author":[{"given":"Muhammad","family":"Kashif","sequence":"first","affiliation":[{"name":"New York University Abu Dhabi,eBrain Lab, Division of Engineering,Abu Dhabi,UAE,PO Box 129188"}]},{"given":"Muhammad","family":"Shafique","sequence":"additional","affiliation":[{"name":"New York University Abu Dhabi,eBrain Lab, Division of Engineering,Abu Dhabi,UAE,PO Box 129188"}]}],"member":"263","reference":[{"key":"ref1","article-title":"A survey on quantum machine learning: Current trends, challenges, opportunities, and the road ahead","author":"Zaman","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.22331\/q-2018-08-06-79"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICRC57508.2022.00011"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00348-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10232980"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/ab4eb5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07090-4"},{"key":"ref8","first-page":"1675","article-title":"Gradient descent finds global minima of deep neural networks","volume-title":"Proceedings of the 36th International Conference on Machine Learning","volume":"97","author":"Du"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1103\/physrevlett.131.073602"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1103\/physrevc.108.024313"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-52926-3"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpc.2023.108897"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2514\/1.J062426"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.oceaneng.2023.116494"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/ad2aef"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"129993","DOI":"10.1016\/j.optcom.2023.129993","article-title":"Quantum convolutional neural network based on variational quantum circuits","volume":"550","author":"Gong","year":"2024","journal-title":"Optics Communications"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.23919\/DATE58400.2024.10546644"},{"key":"ref19","article-title":"Hqnet: Harnessing quantum noise for effective training of quantum neural networks in nisq era","author":"Kashif","year":"2024"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1007\/s00220-009-0873-6","article-title":"Random quantum circuits are approximate 2-designs","volume":"291","author":"Harrow","year":"2009","journal-title":"Communications in Mathematical Physics"},{"issue":"1","key":"ref21","article-title":"The impact of cost function globality and locality in hybrid quantum neural networks on nisq devices","volume":"4","author":"Kashif","year":"2023","journal-title":"Machine Learning: Science and Technology"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/17445760.2023.2231163"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.22331\/q-2021-10-05-558"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TQE.2024.3383050"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"013039","DOI":"10.1088\/1367-2630\/acb58e","article-title":"Mitigating barren plateaus with transfer-learning-inspired parameter initializations","volume":"25","author":"Liu","year":"2023","journal-title":"New Journal of Physics"},{"key":"ref26","first-page":"18612","article-title":"Escaping from the barren plateau via gaussian initializations in deep variational quantum circuits","volume":"35","author":"Zhang","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1140\/epjqt\/s40507-023-00216-8"},{"key":"ref28","article-title":"Resqunns:towards enabling deep learning in quantum convolution neural networks","author":"Kashif","year":"2024"},{"issue":"1","key":"ref29","doi-asserted-by":"crossref","DOI":"10.1038\/s41467-021-21728-w","article-title":"Cost function dependent barren plateaus in shallow parametrized quantum circuits","volume":"12","author":"Cerezo","year":"2021","journal-title":"Nat. Comms"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.102.032420"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.103.032430"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.106.042433"}],"event":{"name":"2024 IEEE International Conference on Rebooting Computing (ICRC)","location":"San Diego, CA, USA","start":{"date-parts":[[2024,12,16]]},"end":{"date-parts":[[2024,12,17]]}},"container-title":["2024 IEEE International Conference on Rebooting Computing (ICRC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10936635\/10936996\/10937003.pdf?arnumber=10937003","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T03:09:00Z","timestamp":1743217740000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10937003\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,16]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/icrc64395.2024.10937003","relation":{},"subject":[],"published":{"date-parts":[[2024,12,16]]}}}