Combinatorial Optimization Machine Learning Algorithms and Statistical Modeling in Genomics

The dissertation contains a broad set of algorithmic questions that arise in machine learning and combinatorics. We have exploited the special combinatorial structure of the problem in order to improve the running time. We also use optimization techniques in statistical modeling and machine learning...

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Bibliographic Details
Main Author: Le, Thong
Format: Dissertation
Language:English
Published: ProQuest Dissertations & Theses 01.01.2019
Subjects:
ISBN:1085587215, 9781085587211
Online Access:Get full text
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