48 citations · 65 across the 10 of their papers we have counts for
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cs.NE2018
CompNet: Neural networks growing via the compact network morphism
Jun Lu, Wei Ma, Boi Faltings
It is often the case that the performance of a neural network can be improved by adding layers. In real-world practices, we always train dozens of neural network architectures in p…
cs.LG2018
Reducing over-clustering via the powered Chinese restaurant process
Jun Lu, Meng Li, David Dunson
Dirichlet process mixture (DPM) models tend to produce many small clusters regardless of whether they are needed to accurately characterize the data - this is particularly true for…