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Tashfain Ahmed

Michigan State University

Agriculture Hall

East Lansing, MI 48824-1122

United States

  • Michigan State University

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Scholarly Papers (1)

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Resource-Efficient Decision Making in Constrained Machine Learning Using the Pareto Data Framework

Number of pages: 18 Posted: 22 Mar 2025
Tashfain Ahmed and Joshua Siegel
Michigan State University and DeepTech Lab, Department of Computer Science and Engineering, Michigan State University
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Abstract:

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Machine Learning Efficiency, Minimum Viable Data, Resource-Constrained Computing, Mobile Applications, Data Reduction Framework, Sensor Optimization, Sustainable Computing, Pareto Principle, Embedded Systems, Time-Series Analysis, AI Accessibility