Distributed Hypothesis Testing under Privacy and Bandwidth Constraints

L. Vuursteen

Distributed Hypothesis Testing under Privacy and Bandwidth Constraints

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Research output: Thesis › Dissertation (TU Delft)

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Original language	English
Qualification	Doctor of Philosophy
Awarding Institution	Delft University of Technology
Supervisors/Advisors	Szabo, Botond, Supervisor, External person van der Vaart, A.W., Supervisor Van Zanten, Harry, Supervisor, External person
Award date	3 Feb 2025
Publication status	Published - 2025

Keywords

Hypothesis testing
Federated Learning
Distributed computing
Differential Privacy
Bandwidth
Communication networks
Statistics
minimax optimal

Access to Document

thesis-finiFinal published version, 4.9 MBLicence: CC BY

Cite this

@phdthesis{62234fd9f1a7432f94a4b08ad6a2b50e,

title = "Distributed Hypothesis Testing under Privacy and Bandwidth Constraints",

keywords = "Hypothesis testing, Federated Learning, Distributed computing, Differential Privacy, Bandwidth, Communication networks, Statistics, minimax optimal",

author = "L. Vuursteen",

year = "2025",

language = "English",

type = "Dissertation (TU Delft)",

school = "Delft University of Technology",

}