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Madison Coots

5 papers hereh-index 6114 citations10 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedLearning to be Fair: A Consequentialist Approach to Equitable Decision-Making

8 citations · 13 across the 5 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2025

Algorithmic Bias in Lending: Evidence from a Fintech Audit

Madison Coots, Robert Bartlett, Julian Nyarko +1

Algorithmic lending has transformed the consumer credit landscape, with machine learning models commonly facilitating underwriting decisions. To comply with fair lending laws, thes…

stat.AP2023★ 3 cited

Reevaluating the Role of Race and Ethnicity in Diabetes Screening

Madison Coots, Soroush Saghafian, David Kent +1

There is active debate over whether to consider patient race and ethnicity when estimating disease risk. By accounting for race and ethnicity, it is possible to improve the accurac…

stat.AP2023★ 2 cited

Automated Reminders Reduce Incarceration for Missed Court Dates: Evidence from a Text Message Experiment

Alex Chohlas-Wood, Madison Coots, Joe Nudell +4

Millions of Americans must attend mandatory court dates every year. To boost appearance rates, jurisdictions nationwide are increasingly turning to automated reminders, but previou…

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