37 citations · 39 across the 3 of their papers we have counts for
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stat.ML2016★ 1 cited
Very Fast Kernel SVM under Budget Constraints
David Picard
In this paper we propose a fast online Kernel SVM algorithm under tight budget constraints. We propose to split the input space using LVQ and train a Kernel SVM in each cluster. To…
cs.CV2016★ 37 cited
Gossip training for deep learning
Michael Blot, David Picard, Matthieu Cord +1
We address the issue of speeding up the training of convolutional networks. Here we study a distributed method adapted to stochastic gradient descent (SGD). The parallel optimizati…