1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 1 cited
Spectral Metric for Dataset Complexity Assessment
Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
In this paper, we propose a new measure to gauge the complexity of image classification problems. Given an annotated image dataset, our method computes a complexity measure called…
cs.NE2018
Structured Pruning of Neural Networks with Budget-Aware Regularization
Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin
Pruning methods have shown to be effective at reducing the size of deep neural networks while keeping accuracy almost intact. Among the most effective methods are those that prune…