Mahindre, Gunjan S., authorJayasumana, Anura, advisorPaffenroth, Randy, committee memberMaciejewski, Anthony, committee memberKirby, Michael, committee member2022-01-072022-01-072021https://hdl.handle.net/10217/234250To view the abstract, please see the full text of the document.born digitaldoctoral dissertationsengCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.graph dimensionsmissing distancessocial networksmatrix completionautoencoderspretrainingEfficient representation, measurement, and recovery of spatial and social networksText