Mr. Matthew Dwyer Profile

Matthew Dwyer

at DEVCOM Army Research Lab

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Publications (2)

Proceedings Article | 7 June 2024 Presentation + Paper

Adaptive predictive modeling with online learning: addressing data drift challenges in historical data for distributed inferencing

Cleon Anderson, Scott Brown, David Harman, Matthew Dwyer

Proceedings Volume 13051, 130510W (2024) https://doi.org/10.1117/12.3013468

KEYWORDS: Data modeling, Education and training, Online learning, Machine learning, Performance modeling, Decision trees, Modeling, Internet of things, Overfitting, Neural networks

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Proceedings Article | 12 June 2023 Poster + Paper

Optimizing machine learning inference performance on IoT devices: trade-offs and insights from statistical learning

Cleon Anderson, Matthew Dwyer, Kevin Chan

Proceedings Volume 12538, 125381L (2023) https://doi.org/10.1117/12.2663594

KEYWORDS: Data modeling, Data compression, Internet of things, Machine learning, Performance modeling, Random forests, Instrument modeling, Cross validation, Image compression, Mathematical optimization

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