500 citations · 1.3k across the 23 of their papers we have counts for
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cs.LG2014★ 16 cited
A la Carte - Learning Fast Kernels
Zichao Yang, Alexander J. Smola, Le Song +1
Kernel methods have great promise for learning rich statistical representations of large modern datasets. However, compared to neural networks, kernel methods have been perceived a…
cs.LG2014★ 17 cited
Deep Fried Convnets
Zichao Yang, Marcin Moczulski, Misha Denil +4
The fully connected layers of a deep convolutional neural network typically contain over 90% of the network parameters, and consume the majority of the memory required to store the…