{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:43:26Z","timestamp":1773377006624,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2217058,2112665"],"award-info":[{"award-number":["2217058,2112665"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,22]]},"DOI":"10.1109\/isit63088.2025.11195224","type":"proceedings-article","created":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T17:48:08Z","timestamp":1760982488000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Learning and Generalization with Mixture Data"],"prefix":"10.1109","author":[{"given":"Harsh","family":"Vardhan","sequence":"first","affiliation":[{"name":"University of California,Computer Science & Engineering,San Diego,CA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Avishek","family":"Ghosh","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology,Computer Science & Engineering,Mumbai,Maharashtra,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arya","family":"Mazumdar","sequence":"additional","affiliation":[{"name":"Institute University of California,Halıcıoğlu Data Science,San Diego,CA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/9781108627771"},{"key":"ref2","volume-title":"Asymptotic Statistics, ser. Cambridge Series in Statistical and Probabilistic Mathematics","author":"Vaart","year":"1998"},{"key":"ref3","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2016","journal-title":"arXiv preprint"},{"key":"ref4","volume-title":"Federated learning: Collaborative machine learning without centralized training data","author":"McMahan","year":"2017"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SFFCS.1999.814639"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/0167-9473(89)90043-1"},{"key":"ref8","first-page":"613","article-title":"Alternating minimization for mixed linear regression","volume-title":"International Conference on Machine Learning","author":"Yi","year":"2014"},{"key":"ref9","article-title":"Solving a mixture of many random linear equations by tensor decomposition and alternating minimization","year":"2016","journal-title":"arXiv preprint"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1214\/16-aos1435"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2891628"},{"key":"ref12","article-title":"Sample complexity of learning mixture of sparse linear regressions","volume":"32","author":"Krishnamurthy","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","first-page":"7466","article-title":"Recovery of sparse signals from a mixture of linear samples","volume-title":"International Conference on Machine Learning","author":"Pal","year":"2020"},{"key":"ref14","first-page":"14688","article-title":"Recovery of sparse linear classifiers from mixture of responses","volume":"33","author":"Gandikota","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref15","first-page":"17 202","article-title":"On learning mixture of linear regressions in the non-realizable setting","volume-title":"Proceedings of the 39th International Conference on Machine Learning, ser. Proceedings of Machine Learning Research","volume":"162","author":"Pal","year":"2022"},{"key":"ref16","first-page":"1040","article-title":"Spectral experts for estimating mixtures of linear regressions","volume-title":"International Conference on Machine Learning","author":"Chaganty","year":"2013"},{"key":"ref17","article-title":"Learning mixtures of linear regressions with nearly optimal complexity","author":"Li","year":"2018","journal-title":"arXiv preprint"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT44484.2020.9174116"},{"key":"ref19","first-page":"1093","article-title":"Alternating minimization converges super-linearly for mixed linear regression","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Ghosh","year":"2020"},{"key":"ref20","volume-title":"Foundations of machine learning","author":"Mohri","year":"2018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1017\/9781108627771"},{"key":"ref22","volume-title":"Lecture notes, University of California Berkeley, STAT 210b","author":"Guntuboyina","year":"2023"},{"key":"ref23","first-page":"9.1","article-title":"Random design analysis of ridge regression","volume-title":"Proceedings of the 25th Annual Conference on Learning Theory, ser. Proceedings of Machine Learning Research","volume":"23","author":"Hsu","year":"2012"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/b98854"}],"event":{"name":"2025 IEEE International Symposium on Information Theory (ISIT)","location":"Ann Arbor, MI, USA","start":{"date-parts":[[2025,6,22]]},"end":{"date-parts":[[2025,6,27]]}},"container-title":["2025 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11195206\/11195207\/11195224.pdf?arnumber=11195224","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:29:57Z","timestamp":1773347397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11195224\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,22]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/isit63088.2025.11195224","relation":{},"subject":[],"published":{"date-parts":[[2025,6,22]]}}}