12 citations · 15 across the 7 of their papers we have counts for
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cs.LG2020★ 12 cited
Directional Pruning of Deep Neural Networks
Shih-Kang Chao, Zhanyu Wang, Yue Xing +1
In the light of the fact that the stochastic gradient descent (SGD) often finds a flat minimum valley in the training loss, we propose a novel directional pruning method which sear…
cs.LG2020
The Sample Complexity of Meta Sparse Regression
Zhanyu Wang, Jean Honorio
This paper addresses the meta-learning problem in sparse linear regression with infinite tasks. We assume that the learner can access several similar tasks. The goal of the learner…