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Simultaneous Dimensionality Reduction (SDR)
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Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning
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Year
Fall 2023
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School
Laney Graduate School
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Department / Specialty
Physics
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Degree
M.S.
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Submission Type
Master's Thesis
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Research Field
Physics, General
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Committee
Christopher Rozell, Emory University
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Daniel M. Sussman, Emory University
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Gordon J. Berman, Emory University
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Ilya Nemenman, Emory University
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Justin C. Burton, Emory University
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Keyword
CCA
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Dimensionality reduction
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Independent Dimensionality Reduction (IDR)
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Multimodal data analysis
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