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researcher

D. Durfee

11 papers here

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

author position
  • first author7
  • middle author3
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.DS6
  • cs.CR3
  • cs.LG1
  • stat.ML1
same name
  • D. Durfee — 10 papers, h 21

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
20172022
most citedImproved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022

Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization

David Durfee, Aman Gupta, Kinjal Basu

We introduce the notion of heterogeneous calibration that applies a post-hoc model-agnostic transformation to model outputs for improving AUC performance on binary classification t…

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