{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T09:16:01Z","timestamp":1779182161883,"version":"3.51.4"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T00:00:00Z","timestamp":1635465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T00:00:00Z","timestamp":1635465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020487","name":"Nature","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020487","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,29]]},"DOI":"10.1109\/ipccc51483.2021.9679419","type":"proceedings-article","created":{"date-parts":[[2022,1,20]],"date-time":"2022-01-20T20:35:25Z","timestamp":1642710925000},"page":"1-6","source":"Crossref","is-referenced-by-count":4,"title":["Communication-Efficient Quantized SGD for Learning Polynomial Neural Network"],"prefix":"10.1109","author":[{"given":"Zhanpeng","family":"Yang","sequence":"first","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Zhou","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youlong","family":"Wu","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanming","family":"Shi","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"key":"ref24","first-page":"1496","article-title":"Nonconvex Matrix Factorization from Rank-One Measurements","author":"li","year":"2018","journal-title":"12th Int Conf Artif Intell Stat (AISTATS)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2019.8849289"},{"key":"ref23","first-page":"3351","article-title":"Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion","author":"ma","year":"2018","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000045"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3007787"},{"key":"ref20","first-page":"4452","article-title":"Sparsified SGD with Memory","author":"stich","year":"2018","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2019.8849667"},{"key":"ref22","first-page":"2","article-title":"Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations","volume":"75","author":"li","year":"2018","journal-title":"Proc Mach Learn Research (PMLR)"},{"key":"ref10","first-page":"1496","article-title":"Nonconvex Matrix Factorization from Rank-One Measurements","author":"li","year":"2019","journal-title":"12th Int Conf Artif Intell Stat (AISTATS)"},{"key":"ref21","first-page":"855","article-title":"On the Computational Efficiency of Training Neural Networks","author":"livni","year":"2014","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"ref1","first-page":"1097","article-title":"ImageNet Classification with Deep Convolutional Neural Networks","volume":"25","author":"krizhevsky","year":"2012","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118431"},{"key":"ref16","article-title":"Federated Learning via Intelligent Reflecting Surface","author":"wang","year":"2021","journal-title":"IEEE Trans Wireless Commun"},{"key":"ref19","first-page":"1509","article-title":"TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning","author":"wen","year":"2017","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref18","first-page":"1709","article-title":"QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding","author":"alistarh","year":"2017","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2864660"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2854560"},{"key":"ref9","first-page":"1417","article-title":"Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation","author":"soltani","year":"2018","journal-title":"12th Int Conf Artif Intell Stat (AISTATS)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref3","first-page":"586","article-title":"Neural Machine Translation by Jointly Learning to Align and Translate","author":"bahdanau","year":"2015","journal-title":"Int Conf Learn Represent (ICLR)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2970338"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682855"}],"event":{"name":"2021 IEEE International Performance, Computing, and Communications Conference (IPCCC)","location":"Austin, TX, USA","start":{"date-parts":[[2021,10,29]]},"end":{"date-parts":[[2021,10,31]]}},"container-title":["2021 IEEE International Performance, Computing, and Communications Conference (IPCCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9679357\/9679358\/09679419.pdf?arnumber=9679419","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T19:56:03Z","timestamp":1675281363000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9679419\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,29]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/ipccc51483.2021.9679419","relation":{},"subject":[],"published":{"date-parts":[[2021,10,29]]}}}