{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:38:27Z","timestamp":1773376707343,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T00:00:00Z","timestamp":1720310400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T00:00:00Z","timestamp":1720310400000},"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":["CCF-2239151,IIS2212182"],"award-info":[{"award-number":["CCF-2239151,IIS2212182"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005288","name":"Amazon Research Award","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005288","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,7]]},"DOI":"10.1109\/isit57864.2024.10619252","type":"proceedings-article","created":{"date-parts":[[2024,8,19]],"date-time":"2024-08-19T13:25:01Z","timestamp":1724073901000},"page":"3701-3706","source":"Crossref","is-referenced-by-count":0,"title":["Sharp Analysis of Out-of-Distribution Error for \u201cImportance-Weighted\u201d Estimators in the Overparameterized Regime"],"prefix":"10.1109","author":[{"given":"Kuo-Wei","family":"Lai","sequence":"first","affiliation":[{"name":"School of Electrical & Computer Engineering, Georgia Institute of Technology,Atlanta,GA,USA"}]},{"given":"Vidya","family":"Muthukumar","sequence":"additional","affiliation":[{"name":"School of Electrical & Computer Engineering, Georgia Institute of Technology,Atlanta,GA,USA"}]}],"member":"263","reference":[{"key":"ref1","author":"Wang","year":"2021","journal-title":"Is importance weighting incompatible with interpolating classifiers?"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT50566.2022.9834839"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3446776"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/imaiai\/iaab002"},{"key":"ref5","author":"Sagawa","year":"2019","journal-title":"Distributionally robust neural networks for group shifts: On the importance of regularization for worst-case generalization"},{"key":"ref6","first-page":"8346","article-title":"An investigation of why overparameterization exacerbates spurious correlations","volume-title":"International Conference on Machine Learning","author":"Sagawa","year":"2020"},{"key":"ref7","article-title":"Domain adaptation with multiple sources","volume":"21","author":"Mansour","year":"2008","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/21-AOS2084"},{"key":"ref9","first-page":"200","author":"Welinder","year":"2010","journal-title":"Caltech-ucsd birds"},{"key":"ref10","first-page":"18970","article-title":"Label-imbalanced and group-sensitive classification under overparameterization","volume":"34","author":"Kini","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","author":"Lai","year":"2023","journal-title":"General loss functions lead to (approximate) interpolation in high dimensions"},{"key":"ref12","first-page":"2029","article-title":"Does distributionally robust supervised learning give robust classifiers?","volume-title":"International Conference on Machine Learning","author":"Hu","year":"2018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/21M1415121"},{"key":"ref14","first-page":"24 164","article-title":"Benign overfitting in multiclass classification: All roads lead to interpolation","volume":"34","author":"Wang","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"1","key":"ref15","first-page":"5721","article-title":"Finite-sample analysis of interpolating linear classifiers in the overparameterized regime","volume":"22","author":"Chatterji","year":"2021","journal-title":"The Journal of Machine Learning Research"},{"issue":"1","key":"ref16","first-page":"10104","article-title":"Classification vs regression in overparameterized regimes: Does the loss function matter?","volume":"22","author":"Muthukumar","year":"2021","journal-title":"The Journal of Machine Learning Research"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2003.814350"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139020411"}],"event":{"name":"2024 IEEE International Symposium on Information Theory (ISIT)","location":"Athens, Greece","start":{"date-parts":[[2024,7,7]]},"end":{"date-parts":[[2024,7,12]]}},"container-title":["2024 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10619013\/10619074\/10619252.pdf?arnumber=10619252","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:27:48Z","timestamp":1773347268000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10619252\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/isit57864.2024.10619252","relation":{},"subject":[],"published":{"date-parts":[[2024,7,7]]}}}