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researcher

Awa Dieng

9 papers hereh-index 6488 citations15 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML2
  • cs.AI1
  • cs.CL1
  • cs.CY1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedA Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

99 citations · 183 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 2 cited

Interpretable Almost Matching Exactly for Causal Inference

Yameng Liu, Aw Dieng, Sudeepa Roy +2

We aim to create the highest possible quality of treatment-control matches for categorical data in the potential outcomes framework. Matching methods are heavily used in the social…

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