28 citations · 69 across the 6 of their papers we have counts for
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cs.LG2022★ 2 cited
Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting
William H. Clark, Alan J. Michaels
The data used during training in any given application space is directly tied to the performance of the system once deployed. While there are many other factors that go into produc…
cs.LG2020★ 28 cited
Training Data Augmentation for Deep Learning Radio Frequency Systems
William H. Clark, Steven Hauser, William C. Headley +1
Applications of machine learning are subject to three major components that contribute to the final performance metrics. Within the category of neural networks, and deep learning s…