26 citations · 98 across the 31 of their papers we have counts for
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stat.ML2020★ 26 cited
Random Vector Functional Link Networks for Function Approximation on Manifolds
Deanna Needell, Aaron A. Nelson, Rayan Saab +2
The learning speed of feed-forward neural networks is notoriously slow and has presented a bottleneck in deep learning applications for several decades. For instance, gradient-base…
stat.ML2014★ 11 cited
One-bit compressive sensing with norm estimation
Karin Knudson, Rayan Saab, Rachel Ward
Consider the recovery of an unknown signal from quantized linear measurements. In the one-bit compressive sensing setting, one typically assumes that is sparse, and tha…