100 citations · 251 across the 21 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2021★ 5 cited
Clusterability in Neural Networks
Daniel Filan, Stephen Casper, Shlomi Hod +3
The learned weights of a neural network have often been considered devoid of scrutable internal structure. In this paper, however, we look for structure in the form of clusterabili…
cs.NE2020★ 5 cited
Pruned Neural Networks are Surprisingly Modular
Daniel Filan, Shlomi Hod, Cody Wild +2
The learned weights of a neural network are often considered devoid of scrutable internal structure. To discern structure in these weights, we introduce a measurable notion of modu…