{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T07:22:41Z","timestamp":1774941761528,"version":"3.50.1"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T00:00:00Z","timestamp":1635120000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T00:00:00Z","timestamp":1635120000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010663","name":"European Research Council (ERC)","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,25]]},"DOI":"10.1109\/mlsp52302.2021.9596170","type":"proceedings-article","created":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T22:53:58Z","timestamp":1637016838000},"page":"1-6","source":"Crossref","is-referenced-by-count":4,"title":["A Unified PAC-Bayesian Framework for Machine Unlearning via Information Risk Minimization"],"prefix":"10.1109","author":[{"given":"Sharu Theresa","family":"Jose","sequence":"first","affiliation":[{"name":"King&#x0027;s College London,King&#x0027;s Communications, Learning, and Information Processing (KCLIP) Lab,Department of Engineering,London,WC2R 2LS"}]},{"given":"Osvaldo","family":"Simeone","sequence":"additional","affiliation":[{"name":"King&#x0027;s College London,King&#x0027;s Communications, Learning, and Information Processing (KCLIP) Lab,Department of Engineering,London,WC2R 2LS"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Variational bayesian unlearning","volume":"33","author":"Nguyen","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00932"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.864439"},{"key":"ref4","first-page":"267","article-title":"The secret sharer: Evaluating and testing unintended memorization in neural networks","volume-title":"28th {USENIX} Security Symposium ({USENIX} Security 19)","author":"Carlini"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2015.35"},{"key":"ref6","article-title":"Making ai forget you: Data deletion in machine learning","author":"Ginart","year":"2019","journal-title":"arXiv preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/sp40001.2021.00019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/307400.307435"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553419"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.3041414"},{"key":"ref11","article-title":"Pac-bayes analysis beyond the usual bounds","author":"Rivasplata","year":"2020","journal-title":"arXiv preprint"},{"key":"ref12","article-title":"Remember what you want to forget: Algorithms for machine unlearning","author":"Sekhari","year":"2021","journal-title":"ar Xiv preprint"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021840411064"},{"key":"ref14","article-title":"A primer on PAC-Bayesian learning","author":"Guedj","year":"2019","journal-title":"arXiv preprint"},{"key":"ref15","article-title":"Data-dependent pac-bayes priors via differential privacy","author":"Dziugaite","year":"2018","journal-title":"arXiv preprint"}],"event":{"name":"2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)","location":"Gold Coast, Australia","start":{"date-parts":[[2021,10,25]]},"end":{"date-parts":[[2021,10,28]]}},"container-title":["2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9596063\/9596068\/09596170.pdf?arnumber=9596170","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T05:56:34Z","timestamp":1726034194000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9596170\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,25]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/mlsp52302.2021.9596170","relation":{},"subject":[],"published":{"date-parts":[[2021,10,25]]}}}