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06/29/2023
Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging
Neural networks can be significantly compressed by pruning, leading to s...
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06/01/2022
Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes
We present a new theoretical framework for making black box classifiers ...
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05/24/2022
Compression-aware Training of Neural Networks using Frank-Wolfe
Many existing Neural Network pruning approaches either rely on retrainin...
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11/01/2021
Back to Basics: Efficient Network Compression via IMP
Network pruning is a widely used technique for effectively compressing D...
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10/14/2020