30 citations · 48 across the 6 of their papers we have counts for
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cs.LG2021★ 30 cited
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy
Lucas Liebenwein, Cenk Baykal, Brandon Carter +2
Neural network pruning is a popular technique used to reduce the inference costs of modern, potentially overparameterized, networks. Starting from a pre-trained network, the proces…
q-bio.QM2021★ 3 cited
Maximum n-times Coverage for Vaccine Design
Ge Liu, Alexander Dimitrakakis, Brandon Carter +1
We introduce the maximum -times coverage problem that selects overlays to maximize the summed coverage of weighted elements, where each element must be covered at least …