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A new line of work [Dwork et al.
A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations
Herman Chernoff · 1952
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Probability inequalities for sums of bounded random variables
Wassily Hoeffding · 1963
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Concentration of non-lipschitz functions and applications
Van H. Vu · 2002
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Divide and conquer martingales and the number of triangles in a random graph
J. H. Kim and V. H. Vu · 2004
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Our data, ourselves: Privacy via distributed noise generation
Cynthia Dwork, Krishnaram Kenthapadi, Frank McSherry, Ilya Mironov, and Moni Naor · 2006
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Calibrating noise to sensitivity in private data analysis
Cynthia Dwork, Frank McSherry, Kobbi Nissim, and Adam Smith · 2006
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Mechanism design via differential privacy
Frank McSherry and Kunal Talwar · 2007
Cited alongside, same era.
Preventing false discovery in interactive data analysis is hard
Moritz Hardt and Jonathan Ullman · 2014
Cited alongside, same era.
Concentration in unbounded metric spaces and algorithmic stability
Aryeh Kontorovich · 2014
Cited alongside, same era.
Generalization in adaptive data analysis and holdout reuse
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, and Aaron Roth · 2015
Cited alongside, same era.
Preserving statistical validity in adaptive data analysis
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, and Aaron Roth · 2015
Cited alongside, same era.
On the number of iterations for dantzig-wolfe optimization and packing-covering approximation algorithms
Philip N. Klein and Neal E. Young · 2015
Interactive fingerprinting codes and the hardness of preventing false discovery
Thomas Steinke and Jonathan Ullman · 2015
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Typicality-based stability and privacy
Raef Bassily and Yoav Freund · 2016
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Algorithmic stability for adaptive data analysis
Raef Bassily, Kobbi Nissim, Adam D. Smith, Thomas Steinke, Uri Stemmer, and Jonathan Ullman · 2016
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Adaptive learning with robust generalization guarantees
Rachel Cummings, Katrina Ligett, Kobbi Nissim, Aaron Roth, and Zhiwei Steven Wu · 2016
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Subgaussian tail bounds via stability arguments
Thomas Steinke and Jonathan Ullman · 2017
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