172 citations · 446 across the 27 of their papers we have counts for
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cs.LG2015
Learning Neural Network Architectures using Backpropagation
Suraj Srinivas, R. Venkatesh Babu
Deep neural networks with millions of parameters are at the heart of many state of the art machine learning models today. However, recent works have shown that models with much sma…
cs.CV2015
Data-free parameter pruning for Deep Neural Networks
Suraj Srinivas, R. Venkatesh Babu
Deep Neural nets (NNs) with millions of parameters are at the heart of many state-of-the-art computer vision systems today. However, recent works have shown that much smaller model…