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Author:

Chiu, Cho Chun

Title:

Learning about and over Networks: Optimized Designs for Network Tomography and Decentralized Learning 

Graduate Program:

Computer Science and Engineering

Keywords:

Decentralized learning
D-PSGD
convergence analysis
Laplacian matrix sampling
communication cost
Convergence analysis
Active learning
WBAN
Network tomography
Combinatorial optimization
Coreset

File:

Download Daniel_PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Major Field Member
Fenglong Ma, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member