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researcher

Robert Stanforth

11 papers hereh-index 223.7k citations30 works total

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

author position
  • middle author9

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CL2
  • cs.NE1
  • stat.ML1
same name
  • Robert Stanforth — 3 papers

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

activity
20182024
most citedContrastive Training for Improved Out-of-Distribution Detection

52 citations · 61 across the 3 of their papers we have counts for

collaborators
Showing 2018 · cs.NEShow all

1 paper · 2 filters

cs.NE2018

Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles

Edward Grefenstette, Robert Stanforth, Brendan O'Donoghue +3

While deep learning has led to remarkable results on a number of challenging problems, researchers have discovered a vulnerability of neural networks in adversarial settings, where…

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