59 citations · 112 across the 11 of their papers we have counts for
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cs.LG2021★ 1 cited
Reduced-Order Neural Network Synthesis with Robustness Guarantees
Ross Drummond, Mathew C. Turner, Stephen R. Duncan
In the wake of the explosive growth in smartphones and cyberphysical systems, there has been an accelerating shift in how data is generated away from centralised data towards on-de…
cs.LG2020
Robust error bounds for quantised and pruned neural networks
Jiaqi Li, Ross Drummond, Stephen R. Duncan
With the rise of smartphones and the internet-of-things, data is increasingly getting generated at the edge on local, personal devices. For privacy, latency and energy saving reaso…