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Alexandra Peste

10 papers hereh-index 81.2k citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author6
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedSparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks

341 citations · 360 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 1 cited

CrAM: A Compression-Aware Minimizer

Alexandra Peste, Adrian Vladu, Eldar Kurtic +2

Deep neural networks (DNNs) often have to be compressed, via pruning and/or quantization, before they can be deployed in practical settings. In this work we propose a new compressi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.