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researcher

D. Belgrave

4 papers hereh-index 354.9k citations77 works total

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

author position
  • middle author2
  • last author2

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

fields
  • cs.LG2
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedGenerative models improve fairness of medical classifiers under distribution shifts

15 citations · 28 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.AI2020★ 6 cited

Causal Bandits without prior knowledge using separating sets

Arnoud A. W. M. de Kroon, Danielle Belgrave, Joris M. Mooij

The Causal Bandit is a variant of the classic Bandit problem where an agent must identify the best action in a sequential decision-making process, where the reward distribution of…

cs.LG2020★ 5 cited

Hide-and-Seek Privacy Challenge

James Jordon, Daniel Jarrett, Jinsung Yoon +7

The clinical time-series setting poses a unique combination of challenges to data modeling and sharing. Due to the high dimensionality of clinical time series, adequate de-identifi…

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