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Alexandra Peste

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ELSA: Partial Weight Freezing for Overhead-Free Sparse Network Deployment

Dec 17, 2023
Paniz Halvachi, Alexandra Peste, Dan Alistarh, Christoph H. Lampert

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Accurate Neural Network Pruning Requires Rethinking Sparse Optimization

Aug 03, 2023
Denis Kuznedelev, Eldar Kurtic, Eugenia Iofinova, Elias Frantar, Alexandra Peste, Dan Alistarh

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Knowledge Distillation Performs Partial Variance Reduction

May 27, 2023
Mher Safaryan, Alexandra Peste, Dan Alistarh

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Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures

Apr 25, 2023
Eugenia Iofinova, Alexandra Peste, Dan Alistarh

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CrAM: A Compression-Aware Minimizer

Jul 28, 2022
Alexandra Peste, Adrian Vladu, Dan Alistarh, Christoph H. Lampert

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How Well Do Sparse Imagenet Models Transfer?

Dec 23, 2021
Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh

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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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