{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T11:51:34Z","timestamp":1753357894164,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/infocom41043.2020.9155520","type":"proceedings-article","created":{"date-parts":[[2020,8,4]],"date-time":"2020-08-04T18:29:35Z","timestamp":1596565775000},"page":"726-735","source":"Crossref","is-referenced-by-count":3,"title":["A Zeroth-Order ADMM Algorithm for Stochastic Optimization over Distributed Processing Networks"],"prefix":"10.1109","author":[{"given":"Zai","family":"Shi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Atilla","family":"Eryilmaz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","first-page":"46","article-title":"Fast stochastic alternating direction method of multipliers","author":"zhong","year":"2014","journal-title":"International Conference on Machine Learning"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1986.1104412"},{"key":"ref30","first-page":"392","article-title":"Dual averaging and proximal gradient descent for online alternating direction multiplier method","author":"suzuki","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/110831659"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2409256"},{"key":"ref12","volume":"1","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3766-0"},{"key":"ref14","article-title":"Zeroth order nonconvex multiagent optimization over networks","author":"hajinezhad","year":"2017","journal-title":"arXiv preprint arXiv 1710 09997"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1561\/9781680831719"},{"journal-title":"Matrix Analysis","year":"1990","author":"horn","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619228"},{"key":"ref18","article-title":"Communication-efficient algorithms for decentralized and stochastic optimization","author":"lan","year":"2017","journal-title":"arXiv preprint arXiv 1701 03308"},{"key":"ref19","first-page":"5330","article-title":"Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent","author":"lian","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2017.2713396"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/16M1080173"},{"key":"ref27","article-title":"Distributed zeroth order optimization over random networks: A kiefer-wolfowitz stochastic approximation approach","author":"sahu","year":"2018","journal-title":"arXiv preprint arXiv 1803 07844"},{"journal-title":"Nonlinear Programming","year":"1999","author":"bertsekas","key":"ref3"},{"journal-title":"Introduction to Algorithms","year":"2009","author":"cormen","key":"ref6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1137\/16M1081257"},{"key":"ref5","article-title":"Spectral graph theory","volume":"92","author":"chung","year":"1997","journal-title":"Journal of the American Mathematical Society"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref7","first-page":"265","article-title":"On the algorithmic implementation of multiclass kernel-based vector machines","volume":"2","author":"crammer","year":"2001","journal-title":"Journal of Machine Learning Research"},{"key":"ref2","first-page":"28","article-title":"Optimal algorithms for online convex optimization with multi-point bandit feedback","author":"agarwal","year":"2010","journal-title":"COLT"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2011.2161027"},{"journal-title":"Graph Matrices","year":"0","key":"ref1"},{"journal-title":"Zeroth-order stochastic variance reduction for nonconvex optimization","year":"2018","author":"liu","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2016.2529285"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2017.2677879"},{"key":"ref24","first-page":"80","article-title":"Stochastic alternating direction method of multipliers","author":"ouyang","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2817461"},{"key":"ref26","article-title":"Accelerated distributed nesterov gradient descent","author":"qu","year":"2017","journal-title":"arXiv preprint arXiv 1705 07176"},{"journal-title":"A distributed stochastic gradient tracking method","year":"2018","author":"pu","key":"ref25"}],"event":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications","start":{"date-parts":[[2020,7,6]]},"location":"Toronto, ON, Canada","end":{"date-parts":[[2020,7,9]]}},"container-title":["IEEE INFOCOM 2020 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9146503\/9155217\/09155520.pdf?arnumber=9155520","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T17:55:40Z","timestamp":1656438940000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9155520\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/infocom41043.2020.9155520","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}