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researcher

J. Leek

16 papers hereh-index 5326.8k citations147 works total

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

author position
  • first author2
  • middle author3
  • last author8

Across the 13 of 16 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • cs.CY3
  • stat.ME3
  • cs.CL1
  • cs.MM1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedThe importance of transparency and reproducibility in artificial intelligence research

533 citations · 769 across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CL2024

From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsy Narratives

Shuxian Fan, Adam Visokay, Kentaro Hoffman +4

In settings where most deaths occur outside the healthcare system, verbal autopsies (VAs) are a common tool to monitor trends in causes of death (COD). VAs are interviews with a su…

stat.ME2024

Do We Really Even Need Data?

Kentaro Hoffman, Stephen Salerno, Awan Afiaz +2

As artificial intelligence and machine learning tools become more accessible, and scientists face new obstacles to data collection (e.g. rising costs, declining survey response rat…

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