5.2k citations · 37.6k across the 56 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015★ 59 cited
Natural Neural Networks
Guillaume Desjardins, Karen Simonyan, Razvan Pascanu +1
We introduce Natural Neural Networks, a novel family of algorithms that speed up convergence by adapting their internal representation during training to improve conditioning of th…
stat.ML2015★ 1.3k cited
Weight Uncertainty in Neural Networks
Charles Blundell, Julien Cornebise, Koray Kavukcuoglu +1
We introduce a new, efficient, principled and backpropagation-compatible algorithm for learning a probability distribution on the weights of a neural network, called Bayes by Backp…