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SSSE: Efficiently Erasing Samples from Trained Machine Learning Models

Jul 08, 2021
Alexandra Peste, Dan Alistarh, Christoph H. Lampert

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AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks

Jun 23, 2021
Alexandra Peste, Eugenia Iofinova, Adrian Vladu, Dan Alistarh

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Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks

Jan 31, 2021
Torsten Hoefler, Dan Alistarh, Tal Ben-Nun, Nikoli Dryden, Alexandra Peste

* 90 pages, 26 figures 

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