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Generalizable approach to reducing data volume and quality while retaining application performance

VALUE PROPOSITION In machine learning and related applications resource reduction allows for lower economic, energetic, and data costs, which in turn (1) increase the scale of sensing and connected system deployment and (2) allow for more applications to operate on a fixed resource budget. Machine learning applications, particularly for constrained...
Published: 1/30/2025   |   Inventor(s): Joshua Siegel, Tashfain Ahmed
Keywords(s):   Category(s): Computer Software, Data Processing/Analysis, Informatics