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researcher

Stefan Webb

6 papers hereh-index 9919 citations21 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG2
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedA Statistical Approach to Assessing Neural Network Robustness

16 citations · 37 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 16 cited

A Statistical Approach to Assessing Neural Network Robustness

Stefan Webb, Tom Rainforth, Yee Whye Teh +1

We present a new approach to assessing the robustness of neural networks based on estimating the proportion of inputs for which a property is violated. Specifically, we estimate th…

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