16 citations · 48 across the 11 of their papers we have counts for
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cs.CL2019
Evaluating Lottery Tickets Under Distributional Shifts
Shrey Desai, Hongyuan Zhan, Ahmed Aly
The Lottery Ticket Hypothesis suggests large, over-parameterized neural networks consist of small, sparse subnetworks that can be trained in isolation to reach a similar (or better…
cs.NE2019★ 2 cited
Optimizing Deep Neural Networks with Multiple Search Neuroevolution
Ahmed Aly, David Weikersdorfer, Claire Delaunay
This paper presents an evolutionary metaheuristic called Multiple Search Neuroevolution (MSN) to optimize deep neural networks. The algorithm attempts to search multiple promising…