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Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation

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Year

Spring 20201

School

Rollins School of Public Health1

Department / Specialty

Biostatistics1

Degree

M.S.P.H.1

Submission Type

Master's Thesis1

Research Field

Biology, Biostatistics1
Biology, Neuroscience1
Statistics1

Committee

Chang, Howard, Emory University1
Risk, Benjamin B., Emory University1

Keyword

FastICA1
Independent component analysis[remove]1
Laplace density1
Non-Gaussian component analysis1
Nonconvex optimization1
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