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Model Parallelism
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The Applications of Alternating Minimization Algorithms on Deep Learning Models
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Year
Fall 2022
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School
Laney Graduate School
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Department / Specialty
Computer Science and Informatics
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Degree
Ph.D.
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Submission Type
Dissertation
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Research Field
Computer Science
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Mathematics
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Operations Research
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Committee
Carl Yang, Emory University
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Lars Ruthotto, Emory University
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Li Xiong, Emory University
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Liang Zhao, Emory University
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Keyword
Alternating Direction Method of Multipliers
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Alternating Minimization
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Graph Neural Network
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Model Parallelism
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Multi-Layer Perceptron
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