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Sinead Williamson

4 papers hereh-index 114 citations4 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • stat.ML1
same name
  • Sinead Williamson — 25 papers, h 15
  • Sinead Williamson — 6 papers, h 4
  • Sinead Williamson — 5 papers, h 2
  • Sinead Williamson — 4 papers, h 2

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
20232026
most citedPosterior Uncertainty Quantification in Neural Networks using Data Augmentation

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Bootstrap Your Own Variance

Polina Turishcheva, Jason Ramapuram, Sinead Williamson +3

Understanding model uncertainty is important for many applications. We propose Bootstrap Your Own Variance (BYOV), combining Bootstrap Your Own Latent (BYOL), a negative-free Self-…

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