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Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices.

Elizaveta KostenokDaniil CherniavskiiAlexey Zaytsev
Published in: CoRR (2023)
Keyphrases
  • statistical analysis
  • artificial intelligence
  • case study
  • data mining
  • decision making
  • image sequences
  • quantitative analysis
  • belief functions