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researcher

D. Gifford

4 papers hereh-index 7135.2k citations218 works total

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

author position
  • last author4

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

fields
  • cs.CV1
  • cs.LG1
  • stat.ME1
  • stat.ML1
same name
  • D. Gifford — 10 papers, h 8

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
20152023
most citedWhat made you do this? Understanding black-box decisions with sufficient input subsets

11 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023★ 2 cited

Training Data Attribution for Diffusion Models

Zheng Dai, David K Gifford

Diffusion models have become increasingly popular for synthesizing high-quality samples based on training datasets. However, given the oftentimes enormous sizes of the training dat…

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