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Motivated by the EU's "Right To Be Forgotten" regulation, we initiate a study of statistical data deletion problems where users' data are accessible only for a limited period of time.
Inverting modified matrices (memorandum rept., 42, statistical research group), 1950
M Woodbury · 1950
Earlier work this paper cites.
The forgetron: A kernel-based perceptron on a fixed budget
Ofer Dekel, Shai Shalev-Shwartz, and Yoram Singer · 2006
Earlier work this paper cites.
Improved algorithms for linear stochastic bandits
Yasin Abbasi-Yadkori, Dávid Pál, and Csaba Szepesvári · 2011
Earlier work this paper cites.
A tail inequality for quadratic forms of subgaussian random vectors
Daniel Hsu, Sham Kakade, Tong Zhang, et al · 2012
Earlier work this paper cites.
Council regulation (eu) no 2012/0011, 2012
Council of European Union · 2012
Earlier work this paper cites.
Reverses of schwarz inequality in inner product spaces with applications
Sever S Dragomir · 2015
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Council regulation (eu) no 2016/678, 2016
Council of European Union · 2016
Earlier work this paper cites.
Detecting cancer metastases on gigapixel pathology images
Yun Liu, Krishna Gadepalli, Mohammad Norouzi, George E Dahl, Timo Kohlberger, Aleksey Boyko, Subhashini Venugopalan, Aleksei Timofeev, Philip Q Nelson, Greg S Corrado, et al · 2017
Cited alongside, same era.
California consumer privacy act (ccpa), 2018
State of California Department of Justice · 2018
Cited alongside, same era.
Pierre Gaillard, Sébastien Gerchinovitz, Malo Huard, and Gilles Stoltz · 2018
Cited alongside, same era.
Humans forget, machines remember: Artificial intelligence and the right to be forgotten
Eduard Fosch Villaronga, Peter Kieseberg, and Tiffany Li · 2018
Cited alongside, same era.
Google will let you delete your location tracking data, 2019
Jon Porter · 2019
Cited alongside, same era.
Gmail smart compose: Real-time assisted writing
Mia Xu Chen, Benjamin N Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M Dai, Zhifeng Chen, et al · 2019
Later among the works it cites.
High-dimensional statistics: A non-asymptotic viewpoint
Martin J Wainwright · 2019
Later among the works it cites.
Deep neural linear bandits: Overcoming catastrophic forgetting through likelihood matching
Tom Zahavy and Shie Mannor · 2019
Later among the works it cites.
Clear browsing data, 2020
Google · 2020
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Approximate data deletion from machine learning models: Algorithms and evaluations
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, and James Zou · 2020
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Making ai forget you: Data deletion in machine learning
Antonio Ginart, Melody Guan, Gregory Valiant, and James Y Zou · 2019
Cited alongside, same era.
Lucas Bourtoule, Varun Chandrasekaran, Christopher Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot · 2019
Cited alongside, same era.
Xiao Liu and Sotirios A Tsaftaris · 2020
Closest in time.
Online decision making with high-dimensional covariates
Hamsa Bastani and Mohsen Bayati · 2020
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