401 citations · 792 across the 14 of their papers we have counts for
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cs.DC2016★ 3 cited
Performance Modeling of Distributed Deep Neural Networks
Sayed Hadi Hashemi, Shadi A. Noghabi, William Gropp +1
During the past decade, machine learning has become extremely popular and can be found in many aspects of our every day life. Nowayadays with explosion of data while rapid growth o…
cs.NE2016★ 23 cited
NoiseOut: A Simple Way to Prune Neural Networks
Mohammad Babaeizadeh, Paris Smaragdis, Roy H. Campbell
Neural networks are usually over-parameterized with significant redundancy in the number of required neurons which results in unnecessary computation and memory usage at inference…