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Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis

Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis

21 June 2019
Ryan M. Rogers
Aaron Roth
Adam D. Smith
Nathan Srebro
Om Thakkar
Blake E. Woodworth
ArXivPDFHTML

Papers citing "Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis"

4 / 4 papers shown
Title
Stability is Stable: Connections between Replicability, Privacy, and
  Adaptive Generalization
Stability is Stable: Connections between Replicability, Privacy, and Adaptive Generalization
Mark Bun
Marco Gaboardi
Max Hopkins
R. Impagliazzo
Rex Lei
T. Pitassi
Satchit Sivakumar
Jessica Sorrell
28
29
0
22 Mar 2023
Sequential algorithmic modification with test data reuse
Sequential algorithmic modification with test data reuse
Jean Feng
Gene Pennello
N. Petrick
B. Sahiner
Romain Pirracchio
Alexej Gossmann
19
4
0
21 Mar 2022
A bounded-noise mechanism for differential privacy
A bounded-noise mechanism for differential privacy
Y. Dagan
Gil Kur
25
22
0
07 Dec 2020
A New Analysis of Differential Privacy's Generalization Guarantees
A New Analysis of Differential Privacy's Generalization Guarantees
Christopher Jung
Katrina Ligett
Seth Neel
Aaron Roth
Saeed Sharifi-Malvajerdi
Moshe Shenfeld
FedML
21
47
0
09 Sep 2019
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