40 citations · 246 across the 29 of their papers we have counts for
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cs.NE2016★ 13 cited
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks
Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi
The storage and computation requirements of Convolutional Neural Networks (CNNs) can be prohibitive for exploiting these models over low-power or embedded devices. This paper reduc…
cs.LG2016★ 40 cited
Bayesian Hyperparameter Optimization for Ensemble Learning
Julien-Charles Lévesque, Christian Gagné, Robert Sabourin
In this paper, we bridge the gap between hyperparameter optimization and ensemble learning by performing Bayesian optimization of an ensemble with regards to its hyperparameters. O…