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Filtering by: Keyword Information Bottleneck Remove constraint Keyword: Information Bottleneck

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Simultaneous Dimensionality Reduction for Extracting Useful Representations of Large Empirical Multimodal Datasets

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Year

Summer 20241

School

Laney Graduate School1

Department / Specialty

Physics1

Degree

Ph.D.1

Submission Type

Dissertation1

Research Field

Artificial Intelligence1
Biology, Neuroscience1
Physics, Theory1

Committee

Christopher J. Rozell, Emory University1
Daniel M. Sussman, Emory University1
Gordon J. Berman, Emory University1
Ilya Nemenman, Emory University1
Justin C. Burton, Emory University1

Keyword

Dimensionality Reduction1
Information Bottleneck[remove]1
Information Theory1
Multimodal Data1
Mutual Information1
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