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researcher

David Gifford

6 papers hereh-index 6358 citations10 works total

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

author position
  • middle author1
  • last author5

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

fields
  • cs.LG4
  • q-bio.QM2

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedLost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy

30 citations · 48 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 1 cited

Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles

Siddhartha Jain, Ge Liu, Jonas Mueller +1

The inaccuracy of neural network models on inputs that do not stem from the training data distribution is both problematic and at times unrecognized. Model uncertainty estimation c…

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