Search Results for author: Aidan Good

Found 2 papers, 0 papers with code

Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions

no code implementations19 Jan 2023 Junyang Cai, Khai-Nguyen Nguyen, Nishant Shrestha, Aidan Good, Ruisen Tu, Xin Yu, Shandian Zhe, Thiago Serra

One surprising trait of neural networks is the extent to which their connections can be pruned with little to no effect on accuracy.

Network Pruning

Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm

no code implementations7 Jun 2022 Aidan Good, Jiaqi Lin, Hannah Sieg, Mikey Ferguson, Xin Yu, Shandian Zhe, Jerzy Wieczorek, Thiago Serra

In this work, we study such relative distortions in recall by hypothesizing an intensification effect that is inherent to the model.

Network Pruning

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