Modeling the Geometry of Neural Network Representation Spaces

Neural networks automate the process of representing objects and their relations on a computer, including everything from household items to molecules. New representations are obtained by transforming different instances into a shared representation space, where variations in data can be measured us...

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Bibliographic Details
Main Author: Robinson, Joshua David
Other Authors: Jegelka, Stefanie
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/152692