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David Madras

19 papers hereh-index 139k citations33 works total

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

author position
  • first author6
  • middle author10
  • last author1

Across the 17 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CL3
  • cs.CV2
  • stat.ML2
same name
  • David Madras — 2 papers

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
20162026
most citedLearning Adversarially Fair and Transferable Representations

182 citations · 517 across the 17 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression

Benjamin Eyre, David Madras

The availability of machine learning systems that can effectively perform arbitrary tasks has led to synthetic labels from these systems being used in applications of statistical i…

cs.CV2024

Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images

Hansa Srinivasan, Candice Schumann, Aradhana Sinha +5

Capturing the diversity of people in images is challenging: recent literature tends to focus on diversifying one or two attributes, requiring expensive attribute labels or building…

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