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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
1
School
Laney Graduate School
1
Department
Physics
1
Degree
M.S.
1
Submission Type
Master's Thesis
1
Research Field
Physics, General
1
Committee
Christopher Rozell, Emory University
1
Daniel M. Sussman, Emory University
1
Gordon J. Berman, Emory University
1
Ilya Nemenman, Emory University
1
Justin C. Burton, Emory University
1
Keyword
CCA
1
Dimensionality reduction
1
Independent Dimensionality Reduction (IDR)
1
Multimodal data analysis
1
PCA
1
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