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Melanie Mitchell

1 paper here

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Melanie Mitchell — 6 papers, h 45
  • Melanie Mitchell — 6 papers, h 13
  • Melanie Mitchell — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedA Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2021★ 2 cited

A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks

Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

Adversarial examples for neural network image classifiers are known to be transferable: examples optimized to be misclassified by a source classifier are often misclassified as wel…

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