Parallel algorithms for generalized N-body problem in high dimensions and their applications for bayesian inference and image analysis

In this dissertation, we explore parallel algorithms for general N-Body problems in high dimensions, and their applications in machine learning and image analysis on distributed infrastructures. In the first part of this work, we proposed and developed a set of basic tools built on top of Message...

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Bibliographic Details
Main Author: Xiao, Bo
Other Authors: Chow, Edmond
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2015
Subjects:
Online Access:http://hdl.handle.net/1853/53052